{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "37858851",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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HU7duXaZNmyZl5ylXrhwdOnQAFFNxkps5cyYVK1ZUu/kyMDCgWrVqgGJviA8fPnzFKxWErEkE+UJ6EXnwBQCmul7j6lN/Edx/gZIlS3Lq1Cn27NnDxIkTef78OaDYFbZly5YsWrSIsWPHajxXJpMxevRounXrxtSpU1m/fj2JiYnI5XLWrl3LhQsXOHnyJPnz5//ift69e1clIJfL5Tx58iTVTD01atRg+vTp/P7778yfP58LFy7Qu3dvWrRoobH+vn37AKhZUz2Pc2JiohR8K6dwHD58mNDQUBo1aiRNeVKysLDg2bNnREREZFiKR203By4uLgBUrlxZ4/E6depQpEgRvL292bJli8oNjrLNkiVLqp2nDLQ/fvz4Jd1Os5RugpRPpWxtbdXqJf8Z0nSDp7wRS349sbGxHD16lISEBKytrdXOiYuLkz7n+fPnUsAvCNmZMsjv8Ocx2s06yqGprbXmyc9KfHx8dJqKmpyNjU267iovJBEBvgDAlSfvdd7E6lsK7h/6ZHwaxM6dO9OuXTuWLVvGrFmzCAsLQy6XM27cOCpWrKh10ysAOzs71q1bx8iRIxk7dqw0qv7o0SN69OihsjD1w4cPJCQkaGwnV65cyGS6PaDT09OjdOnSLFq0KMUnDQC//fYb7u7uXLhwgdu3b3Ps2DGtde/duweAn5+fTnn4PT09AbQG8Hp6ehmav/3Tmwyl8+fPA2gMUJWqV6+Ot7e3NN9eKaV/E2Uwre3fNL1ou05Iub9GRkYptqt8upL8ep49e0Z0dDTdunVjx44daeypIGRf31qQ7+PjQ4mSJYnVkjlOGyOjHDx79lQE+RlATNERAJjTu1a2C+6vP/NnzL+XUvzs9GJkZMT48eN59OiRygLVOXPm6HR+xYoVOXXqFOvWrZMCpfPnz3Px4kWpjqOjI7a2thpfKeXV16Zy5copBnugCPh+/fVXQDEFacaMGVrrhoSEAOi8YDI0NBQgzSNCGU15PcqMPpooR6+1pU39XqX1Z0IQspvXAdqnW35L03UCAwOJjYnBtkIbAEr/8Ddluq+QXsbWBbF2qK9SZletO7GxMVn+d3x2IQJ8AYA6Zey0HvtWg/t2s45SzM5Sa52vITAwkPHjx2s9nj9/ftzd3aUFqteuXVM5PmbMGCmw1WTgwIEsXbpU+vrT878mMzMzpk2blmKd4OBgfvnlF2mjpAULFkgj2p9S5tI/e/Zsim0qR3iVewJcv35dWpyqSWb/cVBm5nn58qXWOsprL1SoUIb06Vuh/L7cvHkzxXUlGf0UQxAyyoh/LvLMN0Tr8U+D/Mx4Cp0Whma5ATC1dcAsTwnpJTM0xtDEWqXMyCLrPpHIjkSAL6ToWw7uy9rnYvGAOilf4FeQ0uJUUASEyvSRn055iI+PTzEfPCiCfGVQmfx8b29v5HK5xpemOdFpkZCQoJY2Uy6X07t3b4YNG8aiRYvo0aOHlB4xLCxMrY1SpRQ/K8uWLdMasPv4+DB79mwAypQpAyhuIpTz9z8VFRXF5MmTpa8NDJJmGSYmJmq9HrlcrvVYWinnhV+5ckXrZyqD1+SLrgVwcHBAX1+fqKgoVq9erbXe/PnzefbsWQb2TBAyhrmxAa2mH9E5yM+sp9DCt08E+IJW33pwf2BKK0xzpJxl5Wvw9PTk6tWrKdZRTn2pV6+e2rGUAh1QBPXKAFXT+elh2bJlavnLZ82ahYmJibRQeNWqVRQqVIhXr15JaSyTa9++PaBY1Dty5Ei1IDsxMZFRo0bRrFkzQLE5lTJgHz9+PAEBAWptjh07VuV7oBz1B1TyzoMiQ49y0yRlWk+l5DdKKaUx1aRPnz4ABAQE4ObmprGOMnNMaguX00Py7/PXvLH5GiwsLKSUsNOmTePMmTNqdZ49e8aBAwdwcHDI4N4JQvpbNrg+VqZGOgf56f0UWsi+RIAvaJQdgnsLk5QXAX5NvXr10jqvOCoqiq1bt2JgYMDUqVPVjh87doz58+drbdvV1ZXIyEjatm372VlFks8FT236w/Xr11myZAlOTk5S2ZEjR9i4caOUQQYUi0yVOc63bt0qpYRU6tatm5RGcs2aNTRs2JA9e/Zw584dDh48SIsWLYiLi5PWKBQoUIAhQ4YAipH9mjVrsmnTJm7fvs2BAwdo1qwZFy5coHv37tJnWFlZYWenmF62ZMkSaV78zZs36dixo3TdytSTyhH35DcGyicoixYtUtmFODIyElCfa9+jRw8pXeTkyZPVbh58fHy4cOEC/fr1U8sgpBzZT2lufkpz+3WRPL2kcs57SrRdZ/IyTf1N/lTm0+8BJP2cfdru9OnTkclkREdH07JlS8aMGcOFCxe4ceMGK1asoGHDhvzyyy+prgcRhG9Rbktjjk5ro3OQnxFPob+Er4fi9/7tdd24vbar9IoM8CLg3iGVMp8zyzK5t98XEeALakRwn3ZeXl6UL1+eefPmSVNnYmJiuHz5Ms2bN8fLy4tNmzZpTBkJMHHiRJycnHB3d5cCrvfv3zNv3jyGDh1KvXr12Lp162f37/Hjx9L7GzduaKwTGhrKhg0baNGiBe3bt5cW97q7u9O9e3eqVaumEhiDInWmcvrQkCFDOHTokHTM0NCQffv2SdkSLly4QJcuXahcuTIdOnTgzZs3ajvZLliwQMoy9PLlS/r164ejoyMdO3bk0aNH7Nu3Ty17i3L6065du7C1taVgwYI4OTkxd+5caQ78wYMHqV27tpQlKGfOnFKqyp9//pkCBQpw7do1KlWqBMCDBw+kKUrHjh1TmYIkk8nYt28fZcuW5e7du3To0EF62vHgwQM6duxIixYtWL58uUo/nzx5IrXp7u6u0mZsbCynTp0CwN/fP9V1C9r4+PiwadMm6ev169enGOSndJ2hoaHSE4oHDx7w5MkTlXOT39AdPXqUuLg46euQkBBp6tqDBw9Udg6uV68eK1euRCaTERcXx9KlS2nQoAHVq1dn5MiR9OjRgx9++OEzrl4Qvg12OU11DvIz4in0lzCyVAyw5HV0VnkpJS8zsyuTWd38Lok0mQIAT96GACBPlLNw/232X/Xmty6OVCySG88X2hc1bjz1mHXHHzGoRRlaOtqnWPfwdW/m7PakY80i9GtSijveQVrrXn7kx29bPKhdKi+/dKzEg9faN7156BPMmH8vUczOklk9q+P1LilIUV5XeurduzezZ8/Gw8OD48eP06pVK/z9/YmKiiJfvnw0a9YMFxcXaU56cgYGBty6dYv4+HhOnjzJ/Pnz6dOnD5GRkRgYGFChQgWWLl1K//79Veab6yIsLIx169Zx9epV9u/fL5V3796dgQMHoq+fdMMUExOjMlWld+/egCKXvbOz4pf1rl27CA8Pl4K+4OBg8uTJI43URkdH0759e1q1aiXVcXBw4NatW/z111/s3bsXX19f8ubNS+fOnfnjjz/ImTOnSp9NTExwc3Nj+fLluLi44OXlhY2NDZ06dWLatGnSTrDJTZ8+nbi4ONavX09MTAx16tRhwYIFFC5cGJlMRvPmzRk5ciRt2rRRmZrj6upK//79ef36NW3atGHJkiWA4oYh+ZOKu3fvkjNnTjZs2CBNz8mTJw83btxg8eLF7Nixg/Lly2NjY0OxYsX45Zdf6NGjh8pnfdqmp6cnOXPm5Pfff6dcuXL07NlTZUS8cePGNGrUSOMUFm1y5cqltjnU4cOHyZkzJ7Vq1eLKlSsqx1K6TgMDA3r37i098QgPD6d06dLSv62xsbHKqP7SpUtZuXIlbm5u3Lhxg8mTJ0vTgyIiIqhUqRKDBw/mn3/+AWDo0KFUrFiROXPmcPHiRaKjoylXrhyjR4+WfvYEITtTBvmtZxyh1fQjHJvehhL5rTO7W2lmU7YFvh6byVetGzKDpMGXD14XMLMrQ77qSU9c9Y0tiPB7pKkZIR3oybPaJE1BEhYWhpWVFaGhoSo7nKYmOjqaly9fUrRo0VTzj/v4+FCmdGkiv3BaQFZmamLCo8ePRd5dQRC+aWn53S5kLbdu3aJq1apcmtcJx2I2Urnfh0hazzhCaGSsxiDf80UgdSfu4+bNm1SpkvIT8oykvJ78tfrg67GZKj8fUgnwH24fjpldGQo3HiGV+d87gs+ZZVnuWr4laYkLxQj+d87e3p5Hjx9neurB9CR2zhMEQRCyouwyki9kPSLAF7C3txcBsCAIgiBkgm85yA/1vg5A0JPTyPST1gtEBngRE+qLeb6kefdh/68rZAwR4AuCIAiCIGSibzXIV86pf3Xqb7VjCbGRvDyuPUOckL5EgC8IgiAIgpABgsK077uhKcjP6uyq/4jf9W04DtmLXrIR/Ic7hmNuVxb7Rkl7pAQ8cOP1uVWZ0c3vkkiTKQiCIAiCkAFGrb2A34dIrcc/TaH5OiA8A3uXdjJ9xTixnr4hMgOjpJe+kVqZnkyMKWckEeALgiAIgiBkgI/R8bSecUTnIH/EPxczsHdCdiICfEEQBEEQhAywYkg9QiNjdQ7yzY3FqLfwecRPjiAIgiAIQgYoZGvBseltaDX9CK1nHOHotDbY5TTVWNcupynLBten/Z9uGdxL3fl6KHa0frhjODL9pDz4kQFeRAZ4qWxsFRngleH9+56JEXxBEARBEIQMUiK/Ncemt9FpJD+3Zdbe0ExmoOifuV1ZzOzKSC+l5GVGlnaZ1c3vkhjBFwRBEARByEDKIF+XkfyszK5aV3w9NmPfaLjKTrYRfo+07mQrZAwxgi8IgiAIgpDB0jKSLwhpJQJ8QRAEQRCETCCCfCG9iABfEARBEAQhk3zLQX7k+2cAhL+9S9ibO9IrMsCL8Ld3VMv8n2Vyb78vYg6+IAiCIAhCJvpW5+SHvLwCwLMDU9SORQf78HTvhIzukvB/IsAXBEEQBEHIAJExcVqPaQryszqbck4EPnCjXM9/0NM3lMofbh+Beb4y2DcaLpUFPjqJ3/VtmdHN75KYoiMIgiAIgpABxrlcJjwqVuvxT6frBIVFZ2Dv0s7IwhaAHFb5MbYukOyVX63MyNwmk3v7fREBviAIgiAIQgZ44RdGhz+P6Rzkj1p7IQN7J2QnIsAXBEEQBEHIAEsG1uWhT7DOQf7H6PgM7J2QnYg5+AI+Pj4EBgZmdjfSjY2NDfb29pndDUEQBOE7V9Y+F4emtqbdrKN0+PMYB6a0wsLESGPdEvmtWTGkHt0XnszgXurO12MzAF6Hp6vMwY8M8CIywIvYjwFSWdjr2xndve+aCPC/cz4+PpQpXYrIqKw9z+9LmBgb8/jJExHkC4IgCJmueok8Ogf5hWwtMrh3QnYhAvzvXGBgIJFR0SweUIdlB+/yMTqeFUPqpfhLJTImjnEul3nhF8aSgXUpa59La924+ASmul7jypP3zOldizpl7LTWlSfKWbj/NvuvevNbF0faVi+SYt83nnrMuuOPGNSiDP2altZY58nbEH5adobAwMB0DfATExNZv349Gzdu5N69e8hkMvLkyUPDhg1p164dxYsXZ+rUqezZs0fj+c+ePWP+/PkcP36c4OBgzMzMKFu2LK1bt8bJyYl9+/ZRuXJl2rZt+9l9PH36NEuWLOHKlSvExMRgbW1NjRo1aNOmDXXr1uXXX3/F1dUVc3NzAEqWLMmzZ+p5i/Ply4evry8vX76kVKlSxMWpZ4UwMzPj48ePKmXNmjXj1KlTKmUdO3Zk3759GvvbpEkTVq9eTalSpVK9tp9//pl169YRH6/+OFtfXx9zc3MKFy5MnTp1GDFiBOXKlUu1TVNTU6KiolTKFi1axLhx47Ses3fvXnr27El0tOoNs5mZGU+fPiV//vypfq4gCNlfWoL8rCx/rT74emzGoe10ZAZJ/X+4fThmdmUo3HiEVOZ/7wg+Z5ZlRje/S2IOvgBAzZJ5Of1nB2wsjRnrchlzYwMci9lofNUtk4+Ts9pRoUhufll/mfiERK11a5TMy6HfW+NUxZ4pW6/i9yFSa90qDrZsHdeMgc3LMHePJ3e9g7TWdSxmw9JB9fije1XWHX+Eu6ePxjqlClin+/cuOjqa1q1bM2HCBAYOHMibN28IDg7m0KFD5MyZk86dO1OuXDlevXql8fwjR45QuXJl/P39cXd3JywsjOfPnzNixAi2bdtG+fLlmTp16hf1cdq0aTRv3pwKFSpw//59wsLCuHHjBo0bN2bSpEmUKlWKgwcPqpzz5MkT9u/fj4FB0jjAunXr8PX1BaBo0aKEhYWpBbx79uxRC+4BTp48ycOHD8mZMyfGxsa4ublpDe7v3r3LmTNnWLlypU7Xt2rVKiIiIvjjjz+kMltbW3788UeGDRtG9erVuX//PmvWrKFSpUr89ddfqbYZGRnJ3bt3ad26tVQ2YcIEzpw5o/UcZ2dnIiMjcXd3R19fH3t7e+7fv8/Hjx9FcC8IggplkK/LnHxBSCsR4AsSu5ymHJ3WBitTI1pNP8Iz3xCtdS1MjDgwpRVl7XPRbtZRrj/z11rXyFCfLWOb0tKxED0WnsDtpo/WujKZHksG1mVAszL8vOY8m04/SbHPkzpX4Y/uVZm54yZz99xK9RrTw/jx43F3d8fV1ZV+/fphYWGBnp4eJUuWZN68eZw7dw4TExON57569YquXbtSuXJl9u7dS+nSpdHT08PMzAxnZ2euXr3KDz/88EX92717NzNnzmT8+PH8+eef5M2bF4A8efIwfPhw7t27R8mSJdXO09PTo0OHDvTo0UMqq1y5skodY2NjFixYQPny5aWyGjVqaO1LmTJlKFy4MGPGjKFVq1Za6y1duhSATZs2abxZ0MTIyIgxY8ZIX7du3RpXV1eWL1/OiRMn8PDwwNbWloSEBKZMmYKLi0uqbVaoUIFDhw7RqVMnABISEujatavWmzVQfN9atGhBuXLl6NSpk05PCwRB+D6JIF9ILyLAF1SIID9tQkNDWbduHVZWVjg5OWmsU7t2bWbOnKnx2KpVq4iMjKRLly7o6+urHTc0NGTjxo3Y2tp+dh8XLFgAQPfu3TUez5MnD66urlrP79+/v/Te3d1d7bhMJmP06NHS15cvX9baVnBwMPfu3WPAgAFa6wQGBrJtm2IzlLCwMDZv3qy17qesra21HqtevTpLliyRvp4yZYraFBxNZDIZ7du3V+mfs7NzqudaW1un2B9BEAT4toP82HDFItqYUF+iQ94me/mqlcV+zL7JPLIiEeALakSQr7vHjx8TGxtLREQEQUFBWusNGjQIQ0NDtfK7d+8CisXO2piamtKvX7/P7qMun1GtWjWqV6+u8VijRo0oVKgQADt37tRYp0uXLhgZKeZf7t69W+vnKNcSODg4aK2zdu1acuXKJQXHK1as0Fr3U3p6eike79KlC5aWlgC8f/8eT09Pndu2sbGhePHiANy6dYvBgwd/UV8EQRCUvtUgP/CBGwAPXIdwf/NP0isxLpIwn5sqZWIX24wlAnxBIxHk68bCQrEYOT4+nv79+xMTE6OxnpWVFZUqVdJ6/urVqzl9+rTWz2nQoMEX93HcuHG8fv06zZ+hp6dHz549Abh37x737t1Tq2NtbU2TJk0AOHToEOHh4Rrb2r59u8qUn0/Fx8ezevVqhg4dSp8+fQB49OiR2uLcz2VkZESJEiWkr1O66fmUmZkZBw8elL6fW7duVXkiIAiCkJq4+AStx77FIN+6aG0ASnT4k5LO86UXgHEue5Uym3Kan3IL6UME+IJWIshPXenSpSlcuDCgCGxr1arFnTt3NNZds2aNWplyHnpMTAwtW7Zk1qxZGrPStG3b9rMz6Cg/48WLF1SpUkVrJp+FCxdKGXQ+1bt3b+n91q1b1Y7L5XIePnwIKBYd7927V62On58f586d0zpVCBQLdN+/f8+gQYMYOnSoVJ6WUfzUJB9ZT+sUmrJly7Jt2zZkMsWvzl9//ZWzZ8/qdO7ixYvR19dHT08PPT09ihQponLc1NRUOqanp6fW7suXLxk5ciRmZmaAInPT8uXLKVasGObm5jg5OfH8+XOp/smTJ2nUqJGUQWj58uVpulZBEL6+qa7XiI3TPciPjFH/e5CVmOZVDJhYFKiIZcFK0svU1gGLApVUy/KUSKU14WsSAb6Qom89yN946nGq1/glZDIZy5cvl4LG27dvU61aNUaOHKnT5mF9+vShVq1agGL0+o8//qBixYocPnz4q/Vx9uzZ5MqlSGUaGBhIly5daNWqFffv39e5jbJly1KlShVAMQovl8tVjl+8eJEPHz5In6NpTv/OnTupW7cuBQoU0Po5y5Yto3PnztjZ2VGmTBnpqcKhQ4dSXNiqq6ioKOlGxNDQkJo1a6a5jbZt2/Lnn38Cin+zrl27pvhkRGncuHGEhITQvHlzjccjIiI0rjd49+4d3bp1o0SJEqxYsYLIyEhiYmJo06YNU6dOJSwsjIiICI4dO0arVq2IjY1lzZo1ODk58eLFC2JjY/Hx8WHUqFHS2gZBEDLHlSfv6f33KZ2D/HEu2tc0CUJKRIAvABAUpn2jq285yF93/FGK9b6Gdu3a4erqKmXKiY+PZ8WKFRQvXpw5c+ao5URPzsDAADc3Nxo1aiSVPX78mHbt2tG4cWNu3rz5xf2zt7fnzJkzKvsAuLu7U7lyZQYOHMi7d+90akc5iv/69WvOnz+vcmzbtm107txZyvhz+vRp/Pz8VOps376dH3/8UWv7N27c4PLlywwfPlwqU47iJyQksHr1ap36mZJFixYRGRkJwMCBA8mZM+dntTNp0iTpWgICAujUqVOK/85KFhYWWrMi6enp0bVrV7XyXLlysXr1an799VepbMyYMfTq1YugoCACAwNZtkyRW9rLy4uff/6Zs2fP8uLFC3x8fAgICJAyGynrCYKQOeb0roW752udg/wXfmEZ2DshOxEBvgDAqLUX8PsQqfX4txrkD2pRJsU6X0uPHj24ffu2NA8dFBlgJk+eTNmyZTlx4oTWc62trTl16hRLliyRFoACnD17lurVqzNkyBCtc9p1VbFiRe7evcuwYcOk6SUJCQm4uLhQsmRJli5dqjYqr+kalZl+ko/Qx8fHs3v3bnr16kWvXr2ktnfs2CHVefHiBZ6ennTp0kVr+8uWLaNixYrUq1dPKuvcubOUQcjFxUWnIFopMDCQd+/eIZfL+fDhAzNnzmTatGmAYuHwwoULdW5LExcXF2lh8s2bN1WmFKVE02JrpRw5cmgsy5Url8r3ZfLkyfTs2VP69xgxYoSUZz8+Pp4dO3ZIC6OtrKykm6ZHj9L/hlcQBO3qlLFj+/jmOgf5SwbWzcDepZ3fjf8A8Dm7kldnVkivyAAvAu4dUinzu/lfJvf2+yICfAGAj9HxtJ5xJNsF+dp2uE0PJUuW5NSpU+zevVvKtgKKudMtW7bk77//1nquMtXkkydPGDhwoBSEy+Vy1q5dS82aNaUNpj6XlZUVq1at4saNGypPDD5+/MiYMWPo2rWrxvn/Snnz5qVFixaAIlOOckGxu7s7RkZGNG7cmLp161K0aFFA9SZgx44dtGjRQprC86n379+zc+dOfv75Z5VyIyMjfvrpJ0ARsG/fvl3n63327Bl9+vShaNGi2Nvbs3LlSho0aMA///zDiRMnMDU11bktTYyNjdm/fz/58uUDFDn703OEPPleCsrgXUlPT09aC/Lp3H5A6qOuewoIgpB+nKra6xzkp7RTfFaQGK8YdPno95AIv0fSSyl5WWyYn7ZmhHQgAnwBgBVD6hEaGZstg/yM1rlzZx4+fMiCBQukEXm5XM64ceNSzQZjZ2fHunXr8PT0VHka8OjRI7XsMx8+fCAwMFDjKzExUetnODo6cubMGfbv369yI7J7925mzZqVYv+U03Q+fPjA0aNHAcX0nB49eiCTyVQy7ty4cYOnT58CqWfPWbNmDSYmJtITgOSGDBkirXHQdWdbUOw/cOLECby9vQkPD+f9+/ecOXOGwYMHq+zO+yXy58/P/v37MTY2BuCXX35Rm770tShv+rRRpinVRPnUIKWfC0EQMk5agvysLH8tRbazst1XUrZH0svU1gHbCu1Uyuwbj8rk3n5fRIAvAFDI1oJj09uIIP8rMTIyYvz48Tx69Ii6dZMesc6ZM0en8ytWrMipU6dYt26dFJydP3+eixcvSnUcHR2xtbXV+NIl/WOHDh24f/8+w4YNk8qWLFkizVHXpGPHjlKaSFdXVyIiIjhw4IBKYJ78vaurK/fu3ePFixd06NBBY5vKRaHR0dEUKFBA2iBK+XJ0dJSmoty8eZMrV66kem0ZqUaNGqxbtw5QTI/54YcfePPmTSb3ShCErC67BPlC1iQCfEFSIr+1CPLTKDAwkPHjx2s9nj9/ftzd3SlWrBgA165dUzk+ZswYQkNDtZ4/cOBAli5dKn396fm6SGmTLGNjY1atWiUt7gwPD+fxY+2Zh0xMTOjcuTMAhw8fZvPmzRQpUoTKlStLdUqVKkW1atUAxej+9u3bad++vZTe8VP//fcfQUFBPHv2jJCQEI2vAwcOSPWzYrrHXr16MWHCBAD8/f1xdnbWuieCIAiCkgjyhfQiAnxBhQjy0y6lDapAsUHSwIEDAfVpFvHx8Zw7dy7F8wcOHCgFx8nP9/b2Ri6Xa3wln4d9+/ZtgoODU/yMMWPGSO9TmwqinKYTExPDhAkTNE6rUZZ5eXmxfPnyFKfnLFu2jF69eqnNK0+udevWlC9fHkjKlZ/VzJkzhzZt2gBw/fp1PDw8NNZTTg9KbbpMaoueBUHIHr7lID8xIR4AeUIcifGxSa+EWLUyeWJ8Jvf2+yICfEGNCPLTxtPTk6tXr6ZYRzmHPHkmFKXU0j/KZDIp2NN0fmri4+OlKSSp9c/a2ppy5cqlWLdRo0YULFgQUORu15T6MnnGHUNDQ2mzrU9dvHiRGzduMHHixFSv45dffgEUU3pWrVqlsU56BcW6tCuTydi2bRtlyqScuUk5xSkwMJCEBNU/5Mlz/cfGZv1dLAVB+Dq+1SDf77pibw3Pf5y5taqd9IoO9iHw4TGVstfnNP/eFtKHCPAFjUSQnza9evXi7du3Go9FRUWxdetWDAwMmDp1qtrxY8eOMX/+fK1tu7q6EhkZSdu2baWpL2k1Y8aMFHdcXbt2LQC///57imkcQRHIKhfS1q9fXyW/vlKePHmkDZ06d+6sdQHo77//Tv369SlVqlSq19CtWzcpjeSyZcsICgpSq5N8ulNKU5/SKjQ0VKf2LC0tOXjwYIr59UuXVmR2ioqKYsmSJYBiNH/37t2MHDlSqqfckEt5cxEVFSUd0zT9Jz5eMTqm6cYg+Y1E8nYEQchY8kTtgwXfYpBvZqcY0CjcdCxFW0yQXgD6RqYqZdZFa2dmV787IsAXtBJBvu68vLwoX7488+bNk6bOxMTEcPnyZZo3b46XlxebNm3SunPqxIkTcXJywt3dXVrk+v79e+bNm8fQoUOpV68eW7du/ez+RUVF0axZM4YPH46npydxcXEkJiby7NkzfvrpJzZs2MCoUaOkUfLUKKfpaJqeo6Q8pmmEPzIykilTpnDu3DlCQ0N1mnLj7e0tTR8KCQmhW7dueHt7S8ejo6NVctufP3+eW7du6XQ9KfHx8WHTpk2EhISwefNmtVH3Tzk4OPDff/9JTzA+VapUKelJzPjx47G1tcXGxoYFCxawadMmqd748ePp2LEjr169IiEhgV27dknH9uzZo9LmnTt3uHPnDoD0PVWKi4vj4MGD0tfJ9ycQBCFjLdx/m8Q0BPlx8Vk7yLcqotgLJHepJuQu3VR6mdo6kKtUU5Uyy//XFTLG18kVJ3zznrwN0Xrs7wF1GPHPRZpMOcCywfXJbWmste78frUZtfYCTX8/xIoh9Shka6G17qye1RnncpnWM46wZGDdFPP9/tKxEiERMXRbcJw5vWtRp4yd1rr9mpQiMCyKYavP079p6iPDX6p3797Mnj0bDw8Pjh8/TqtWrfD39ycqKop8+fLRrFkzXFxcNI5SGxgYcOvWLeLj4zl58iTz58+nT58+REZGYmBgQIUKFVi6dCn9+/f/7NSOZcuW5fDhwzx79owTJ04waNAgvL29iYqKwsLCQkon2axZM53bLFeuHLVq1dK6KytAp06dKFmyJA0bNlQpj4mJwdraWsq5f+fOHezs7HBycpJSb36qZcuWHD9+XKXs1KlTFC1alFmzZuHr68vatWtVgu/g4GCqVq2Kqakp7u7unzW9ydbWlsDAQOnrvn37MmjQIObNm6eybuFTzZo14++//9b4lAFg7969DB06lOPHj2NoaEi/fv2YMWMGpqamGBsb0717d0aNGoWjoyM+Pj6YmpqqjMz37NmTAQMGEBUVRatWrXB3d5eOXb58mZw5czJ16lSaN29O48aNpdF9gJ9++om5c+fy5EnWyjwlCN+D/Ve9GfPvJZYMrItMpqexjjLI77HwBCERYrG+8Hn05GIlV5YVFhaGlZUVoaGhKjucpiY6OpqXL19StGhRKT+3Nj4+PpQqVZLo6Oz7S8TE2JjHT55onEoiCILwrUjL73Yha7l16xZVq1blty6OzN3jyYBmZVIM8gHcbvrQbcFx4hPk3Lx5kypVqmRgj1OmvJ78tfrg67GZKj8fQmaQNBXz4fbhmNmVoXDjEVKZ/70j+JxZluWu5VuSlrhQjOB/5+zt7Xny5KnKKGV2Y2NjI4J7QRAEIdO1rV4Ee1sLfl6j2BAvtZH8Ob1r8evGrLX3R3KBDxVPVt/d2IlMP2n9VmSAF5EBXhiZ20hlIS81ZxYT0ocI8AXs7e1FACwIgiAIGaBvE8V0TV2C/JSmo2YFsWF+ALz33KsS4Cu999wrvY+P/nqJD4TUiQBfEARBEAQhA6UlyM/KlFN0Kg/aqfMUHSFjfHGA7+vry8mTJ3n79i1mZmZUrVqV2rVrp7pZTnK3b9/m3LlzxMfHU6lSJZo0aZKm8wEuXbrElStXMDQ0pEaNGtSunbZ0TImJiZw8eRJPT08sLCyoV68eFStWTFMbsbGxuLm58ejRI3LlykXTpk0pXrx4mtoQBEEQBCH7yy5BvpA1fXaazPj4eMaOHUvhwoXp27cvkydPZvTo0dSrV4+qVavqlKHh/fv3tGnThqpVq+Lm5sbt27fp1q0b5cqV4+bNmzr149mzZ9SuXZtmzZpx4cIFrly5QrNmzahduzZeXl46tXHt2jXKlSvHDz/8wM2bNzl+/DjVqlWjbdu2Ou+Y6ebmRrFixRg8eDD37t1jz549lCxZkv79+/Px40ed2hAEQRAE4fvRt0kpVg1tgMvJR4z591KKKTQFIS0+awRfLpfTo0cPdu/ejaOjI4ULF+bVq1d4enoCihH5xo0bc/v2bfLkyaOxDR8fH+rXr8+7d+84evQoLVu2BBS7O9atW5cGDRqkmtrO09OTJk2aAIoRfOWq7OfPn1O7dm3q1KnD+fPnpY1lNDl27BgdO3YkX758eHp6UqxYMUAR9Dds2JD69etz/vx57Oy0z4NzcXFh8ODBODo64ubmhq2tLQAHDhygU6dOPHnyhBMnTmBmZqa1DUEQBEEQvj9iJF9IF/LPsHz5cnm5cuXkd+7cUSk/efKkPGfOnHJADsjHjBmj8fzY2Fh5pUqV5IB8ypQpasdPnDghB+S5c+eW+/v7a2wjODhYnj9/fjkgX7dundrxdevWyQF5yZIl5VFRURrbeP78udzc3FwOyE+cOKF2fMqUKXJA3rBhQ3liYqLGNi5duiTX19eXy2Qy+ePHj9WO9+zZUw7Ie/furfH8lISGhsoBeWhoaJrOi4qKkj98+FDrdQuCIAjfHvG7/dt18+ZNOSC/NK+TPHLXII2v1cMayPX0kA9sXkb+cedAeeSuQfJL8zrJAfnNmzcz+xJUKK9H+ZIZmsoNjK2kl7JcU1lWu5ZvSVriwjRP0QkPD2fr1q1cunRJbY5606ZNWbVqlfT1yZMnNbbx999/c+fOHWQymcrW7ErNmjWjRIkSBAUFad1MZsqUKfj6+pIzZ0769u2rdrxXr15YWFjw9OlTZs2apbGNESNG8PHjR8qVK6dxk5+hQ4eip6fHuXPn+Pfff9WOJyYmMnjwYBISEnByctK4kdGwYcMA2LJlCydOnNDYD0EQBEEQvm/f4nQdI0vF7Ia8js4qL6XkZWZ2ZTKrm9+lNAf4MpmMnTt3YmVlpfF4586dMTExAcDU1FTteHR0NAsWLACgatWq5M2bV2M7rVq1AhTbqr969UrlmK+vLy4uLoDiZsDQUD01k7GxMY0aNQJgxYoVREREqBy/ceMGbm5uALRu3VpjHwoWLEj58uUBmD9/PvJP9gTbu3cvDx48SLGNWrVqYW1tDcDcuXM11hEEQRAEIfvbeOpxisc/DfLlWTzItynbAoB81bqRr3p36WVq64BthXYqZbnLNM/k3n5f0hzgm5mZUbhwYa3HDQ0NpeC/eXP1f8zDhw9LmypVq1ZNazs1a9YEFKPk69evVzm2bds2adt2XdoICwvjv//+Uzm2ceNG6b0ubXh5eXH27Nk0t6Gvry8dO3PmDM+fP9f6WYIgCIIgZF/rjj9i7p5bKdZJHuQv3H87YzomZDufnUVHm6ioKPz9/cmTJw+jR49WO3706FHpvXJBqybJF8Z+OtUnK7QRGxvLqVOn0tSGXC7n9OnTWusJgiAIgpB9DWpRhpk7buoc5O+/6p0xHROyna++0dV///2HoaEhO3bskLLJJHf16lXpfaFChbS2ky9fPum9p6cn8fHxGBgYIJfLuXbtWprbuH79uvQ+ICCAly9fflEbd+7cITo6GgATExNsbGzUztXWxqBBg7TWFQRBEAQhe+rXtDT5cpkyc4ciFfikzlW01u3bpBQ+AeHM2e2ZUd1Ls1BvRVwU9OS0yk62kQFexIT6Yp4vad59mPd1tfOF9PNVA/xXr17x+++/c/jwYRo3bqx2XC6X8+LFC+nr/Pnza21LOW8dFE8FfH19sbe3x8/PT2U+va5tPH/+HLlcjp6enkp+fAMDA62pPD9tI/l5yd8nD+DT0oYgCIIgCN8XZVCvS5DftnqRLB3gR/g9AuDVqb/VjiXERvLy+PyM7pLwf18lwJfL5ezevZuff/6ZwMBAFi1aRJ48edSy7ISEhEij3gDm5uZa28yRI4faucoAPzld20hMTCQ8PBxLS0uVNkxNTdHT055vNnkbISEh0vvkbaTUh5TaEARBEATh+5OWID8rs6v+I37Xt+E4ZC96yUbwH+4YjrldWewbDZfKAh648frcKk3NCOngiwP8SZMmsW/fPp4+fSqVHTt2jPPnz6uN5EdGRqqcqynLjjZhYWFfpQ1LS0uVNj6nD5/243Pb+FRMTAwxMTE61RUEQRAE4duVHYJ8mb4ijNTTN0RmYJSs3EitTE/21WeFCyn44kW2s2bN4tSpU2zdupWGDRtK5ZGRkbRv3543b95IZfr6+irnakpvqaTMkqNkZGSULm2kdP6nbSjP/1ptfGrOnDlYWVlJr5TWBgiCIAiC8G2b1LkKf3SvqtPCW0FIiy8O8A0NDSlYsCA9e/bk7Nmz/Pfff1Ie/I8fP7JixQqproWFhcq5yafrfOrTY5aWll/chvLc5G2kdP6nx5V9+FptfOq3334jNDRUer1+/TrFdgVBEARB+LaJIF9ID1/9eckPP/xAcHAwQ4cOBeDcuXPSMTMzM3LmzMmHDx8A1DafSi44OFjla3t7e0Cx+VRyERERWqfIJG/D1tZWuvFIPjKeUh8+bUPZh6/Vxqdy5MihtvZAEARBEITs7VudruPrsRlQzLmX6SfNUIgM8CIywEtahKssEzJOukyIGjhwIH/88Qf+/v4EBQWpHCtfvjwXLlwA4O3bt1SvXl1jGwEBAdL7okWLSkG8cuqKcnT77du3GtNxftqGckdaUOSlNzAwID4+nsjISEJCQlQy3ejSRvL3b9++1Xhuam1kFT4+PtLmY9mRjY1NijdWgiAIgpDZvsUgX2ZgTGJ8NOZ2ZVUW2SqDeTO7pDSZ8TEfiQ3zU2tDSB/pEuDr6+vTsmVLtmzZohY4N2rUSArwk6fM/FTyY/Xr11drY8uWLVK9ypUrp6kNIyMjateurdKPKlU0/4+krY1ixYphb2+Pj48PoaGhBAcHkytXrjRfS2bz8fGhRMmSxCZb3Jvd5DA25umTJyLIF7KUqKgomjRpwuvXrzl+/Dhly5bN7C6li+/lOgVBF4eve+NYTPu+OZ8G+S0ds/bfLbtqXfH12Ix9o+EqC2oj/B5hZleGwo1HSGX+947gc2ZZZnTzu5RuS5oLFCgAQLVq1VTKnZ2dmTVrFgA3b97Uev6DBw+k9126dFFrQxng37x5E2dn589qQxng37x5U2uAr2zD0NCQDh06qBzr1KkTS5culdpo3ry5xjYePnwIQJ48eWjQoIHGOpklMDCQ2JgYiraYiHEuzYt6Q55f4d11VwCKOU0hh5X2vP8R75/gc2Y5APaNR2KWt5TWujGh73jh9icA+ar3xLp4ba1146JC8TowBYDcZZqTp1IHrXUT46J5smc8AKa2DkQGeBEYGJhhAf6FCxfYtm0b586dIzAwkOjoaGxsbKhTpw7du3enbdu2aWovKCiIjRs34ubmxv379wkNDZUWYtesWZMOHTrg5OTEli1bKF26tMpi9+ROnz7NkiVLuHLlCjExMVhbW1OjRg3atGlD3bp1+fXXX3F1dU017Wtynp6ebN26lZMnT3L37l2dzytcuDDe3t4618+OHj58iIeHBwBubm5ZMvAtUqQIr169AhRTCI2NjQFFEoW4uDhA8VQVklIRK+3bt4+OHTt+E9cpCBllzm5P7G0t6NtE+9/G5EH+u+BIrfUEISVfvMhWG39/fwB69uypUl65cmUpyD179ixyuVzj+ZcvXwYUI+VOTk4qx9q1a0exYsUARdCijbKNBg0aUKFCBZVj/fr1kxa8amsjOjqaW7cUC1569OihNkI/YsQIKZuOtjZevXolTeEZOnSoWhagrMI4Z0HM8pRQexmZ5eaD1wWpXvCTM5jkLqKxrrF1AYIen5LqBj0+hbF1AY11TXIXIfjJGanuB68LGJnl1ljX1LY4oS8uS3XDfG6hb2iisa5ZnhKEv70n1Y3+kJTFKb35+vrSsmVLmjZtiqWlJQcOHOD9+/eEhIRw5MgR7OzscHZ2pl69ejx//jzV9uRyOcuXL6dIkSLMnz+fli1bcvnyZT5+/Iifnx9XrlyhXbt2zJs3j9y5czNixAjp/7tPTZs2jebNm1OhQgXu379PWFgYN27coHHjxkyaNIlSpUpx8ODBNF+zo6MjixYt4saNG9Juzvb29kRFRam9Pnz4wK1bt2jUqFGaPyc7cnR05KeffqJp06b8+OOPmd0drVq1asXLly+Jjo4mJCSEkJAQlf4qy8LCwggLC2Px4sUYGCSNHX0r1ykIGaFjzSL8vOY8m04/SbGecuHtuuOPUqwnCNqkS4AfGRnJ4cOHcXZ2pm7dumrH//rrL2QyGb6+vtIoenJ+fn5cvHgRgD///FPljwUopgD9+adi5Pfq1asaRwJv3LiBt7c3enp6zJkzR+24tbU1v/32GwBHjhzh48ePanUOHz5MdHQ0JiYmTJs2Te24g4MDAwcOBGDXrl0kJiaq1dm1axcAefPmZezYsWrHs4p3N3cil6v2Py4imCd7J5IQG0H53i44tJtJqPd1Xrj9RWJCnErdhNhInh6YQnSQN6W7LqV016VEB3nz9MAUEmJVRyASE+J44fYXod7XcWg3k/K9XUiIjeDJ3onERagurpbLE/E5u4KAe0cp0nQclQZsR9/IjCd7J2gM3n2vbcPXYxP5a/XFceg+jKxT3mX4a7lz5w6VK1fmzJkzHDx4kHnz5lGiRAn09PSQyWSUKVOGhQsXcujQIa5fv06tWrW4evWq1vbi4+Pp3bs3o0aNomLFity/f59ff/2VYsWKSTeJuXLl4ocffuDKlSsMGDCA+Ph4jQH+7t27mTlzJuPHj+fPP/8kb968gOKJ0vDhw7l37x4lS5b8ous3NDSkePHiAOjp6WFsbKz2sra2xtHRkV27dkkL3r8HvXr10lguk8lwcXHh5MmTqe6GnVly587Nrl27KFKkiE71LSwsGDt2LGPGjJHKvoXrFISMMr5jZQY0K6NzkD+oRZkU62S2yPfPAAh/e5ewN3ekV2SAF+Fv76iW+T/L5N5+X9Ic4L9+/ZoJEyawdOlSQkND1Y4nJiYydOhQ7O3t+ffffzW2UbduXSZMmADAzJkz1Ubxp0yZQnx8PD/++CPdu3fX2Eb37t3p3r07crmcmTNnqvVh8uTJgCL1ZJ06dTS28euvv1K3bl3Cw8NZvHixyrGoqChmzJgBwNKlS6UnBp9auHAhDg4OPH/+nK1bt6ocCwgIYNGiRejr67NhwwatC3mzghCvi/icXSEF+cmD+1LO8zHOWRDrojUp3maqWpCfPLgv0XEO5nalMbcrTYmOc9SC/OTBffE2U7EuWhPjnAUp5TxfLchXDe7HYlOuJYZmuSjlPE9jkJ88uM9f40f0jUwp3HA46e3169e0bt2agIAAfvvtN1q1aqW1bsuWLZkwYQKBgYFq+0QkN3r0aFxdXSlcuDAHDx7UupAcFDe8y5Yto2nTprx//17t+IIFCwC0/r+UJ08eXF1dU7pEnSinb6TGxsaGevXqffHnfQsuXLjApUuXMrsbn61Vq1ZpmrKl9MMPP6RDbwTh26cn02PJwLo6B/n9mpbOoJ59npCXVwB4dmAKT/dOkF4A0cE+KmWBD9wys6vfnTQH+MuWLWPBggWMGTOGokWLMmPGDG7dusXbt285ffo0Tk5O6Ovrc/bsWXLmzKm1ndmzZzNkyBBOnTpF7969efjwIXfu3KFnz56sX7+efv36sWHDhhT7sn79etq1a8eGDRv45Zdf8PLywsPDAycnJ06ePMlvv/3G7NmztZ6vr6/PgQMHqFmzJjNmzGDevHm8fPmS06dP06BBA54+fcry5csZNGiQ1jbMzc05fvw4JUqUYNiwYfz777+8evWKAwcOULduXT5+/MjOnTvVphllNfmq9yTg3lF8zq4gNiJILbhX+jTIj48KUwvulT4N8uOjwtSCe6VPg/zYiCC14F5JU5D/aXCvJDPULej8EiNGjMDX1xdLS0smTpyYav2JEydiamqKv7+/xp8tNzc3Vq1SbOe9cOFCcufOnWqbMpmMuXPnahzBV86N9/Hx0Xp+tWrVtGa0Sg+6fJ++deHh4QwaNEjrNMRvwS+//PJZ51WpUoWmTZt+5d4IQvYgS2OQn5XZlFPENuV6/kP5Puull8zQFEv7qipldtXFFL2MlOZFthMnTuTdu3ecPXuW9+/f89dff7FmzRqKFi1KkyZN+Pvvv3VaRKWvr8+aNWto1aoVS5YsoV69eiQkJFC3bl2OHz+udcFqciYmJuzbt48tW7awevVq1q1bh6GhIU2aNOHq1as6BSy5c+fm7NmzrFmzhg0bNjBz5kwsLCxwcnJi69atlCqlfSGMUtGiRbl+/Tp///03ixcvZuTIkdja2tKxY0cmTpwoLTjOyqyL1yaHZV68Ty0m4N6R/wfRC1SCe6nu/4N8r0N/cPvFZWQGOSjpPF8luFdSBvlP907g9jrFqJ5Du5kqwb2SMsh/svdX7roofhEUaTpOJbhXUgb5T/ZO5P6WAQBqwX1G8PDwkOauOzs7a92TITlzc3Pat2/Pjh07OHbsGFeuXKF2bcUCY7lcLgVV9vb2dO7cWee+VKtWTeOuyhYWFkRHRzNu3DiqVKmidYfkjFwA7uDgkGGflRmCgoLo2LEjT548oXDhwpndnc+mLTNYagwMDNQ2JRQEIYkyyAf4ec15gBQX3mZVRhaKp8s5rPKrZNExts5PDqv8GFsnxT9G5tqzBwlfX5pH8G1sbNi6dStv3rwhLi6OmJgY3r17x+XLl5k9e3aaMyR07NiRs2fPEhwcTGhoKEePHtUpuFfS19enX79+XL16lbCwMIKCgti1a1eaRiONjY0ZM2YMd+7cISIiAj8/PzZs2KBTcK9kZWXF9OnTefjwIVFRUfj4+LBs2bJvIrhXsiqS9D0zzmlPDuv8WutaFEhatKyfwxxT2+Ja65raFkc/R9Jj/uTnfiqHdX6McyZlu0nep08ZmuXCslBl6etcJTI+Q9F///0nvVcG6bqoVauWxjaOHz/Oo0eKRVXt27dHT08vTf2pVKmSWplyypAyHeyePXs0nrtw4cLPmo6RFu7u7pw9e1alrEePHujp6am89PX1uXdPsVja2NhYKpfJZDx7pj6P8/Xr1/z888+UKFECY2Nj7Ozs6Nu3Ly9fvtTYj8TERDZs2EC9evWwtbUlZ86c1KlTR1ozA7B48WL09fWlz/50HrqpqalKn5XXdffuXerXry9lCfPx8cHa2hpra2uV323Pnj1jwoQJ5MmTR+17ohQSEsKff/5JxYoVyZ07N7lz56ZZs2bs3LlTY/2goCD++usv8ufPL7W5Y8cOHB0dMTMzo1atWly/fl3jueklpetMSEhgx44dVK1alenTp0v1O3TogJmZGYULF2bJkiVS/fDwcCZMmEChQoUwMzOjVatWUpYfTdzc3GjVqhX58uXD2NiY8uXLM3/+fCkDkCBkpuw0ki9kPemWRUf4tsRHhfFk70QMzXJjV7Ub4W/uqMzJT045517fyJR8NXpKU28+XXgLSXPu46PCyFejJ/pGphoX3kLSnPvwN3ewq9oNQ7PcGhfeKvle24b/3YPkqdge45z2Whfepqfk2ZPScnObfMOzM2eSsgklz2SjLXVrWs2ePVsaiQ0MDKRLly60atWK+/fvf5X200LTZ27fvp0LFy5gZ2cnle3bt0/KfKXMhtW+fXsCAgIoUaKEyvnnzp2jcePGNGvWjAcPHuDn50f37t3ZvHkzVatW5c6dOyr1P378iJOTE/Pnz2fRokW8f/8eT09P3r17R9euXRk+XLFuY9y4cYSEhGgdcIiIiGDz5s1q5RUrVuThw4fSNCt7e3sp08yJEydITExk4MCB1K9fnwULFqhshJfco0ePqFq1KlevXuXIkSMEBQVx4sQJAgICpDVI8fHxgCJQnjhxImXKlGHKlCm8e/cOUKzl6NevH4GBgURGRnL16lWcnJw0rp/62lK7zk2bNuHg4ECPHj2kbGXu7u5UrlwZT09PYmJi8PHxYezYsWzYsIHAwEDq1avH2rVriY2NJTIyEnd3d5ycnKTvQ3Jjxoxh0aJFLF26lHfv3nH16lX09fWZOHEibdu21XiOIGQ0EeQL6UUE+AIAr04vk+bcF6z7E0WajpXm5CcP8j9dUFugVh+NC29BfUFtgVp9NC68BfUFtQXr/qRx4a1S8jn39o2Ga114m96S72KclkXUyac+JF9o6+npKb1XZrvRxt3dHRMTE40Za5IvLLe3t+fMmTMq+wAoA6mBAwdKwWB6SkxM5OrVq/z9998aj9erV4+DBw9iZKR4xHvo0CHp2J49e6TR9U/XI/j6+uLs7Mzy5ctxdnbGyMgIa2trlixZQoMGDfjw4QN9+/ZVmQffr18/Lly4gLu7OzVr1kQmk1GkSBFpEfKqVat48kTxR9bCwkLrglE9PT26du2a5u+FTCbj33//Vbmx+1RUVBQdO3YkPj6e//77T5pWVaVKFY4fP07OnDnZuXMnv/76K6B4kjl9+nSOHz8utTFnzhxy5cpFQEAAr1+/5tKlS8hkMoKCgtixY0ea+51WqV1n69atuXTpkpSu+MqVK/z33388fPgQHx8f3rx5I900//333/Tv359JkyYRFBTE+/fv2b59O6C4ETp58qRK22vWrOHQoUMcOHBAehJbqVIl9u3bh56eHsePH2fZMrHhjpA1fMtBvq+HYpDD6/B0nh2aJr0iA7wIuHdIpez1hbWZ3NvviwjwBQAS46JUFtTalGupFuRrypYD6gtvExPiNGbLAfWFtwmxkRqz5YD6wltlkK9pQa227Dohz6+k6/ct+UhoWlI/Jp+fHBYWJr1PPsqpDHa1admyJR8+fGD69OnExMQQExNDXFwc+/btk9LMKlWsWJG7d+8ybNgwZDLF//YJCQm4uLhQsmRJli5d+tUWgyafkqJ8GRkZUatWLZUbok9Vr15dSmn777//cvLkSa5evcrGjRvZtWuXxu/HokWLyJEjh8ZF7MopU3fu3JEWGp89e5Y9e/bQqVMntY3PnJ2dMTc3x8rKSmWqkqZ1DUo5cuRI4TuRsqJFi2o9tmjRIp4+fcqPP/6olp0ob968jB+v2Mht2bJl0pQlExMTlWmFnTt3Ztq0adLPWp06dahRowaQtPleRtB2nba2tuTPn19K0VqwYEFcXFykNQt2dnaMHj0agHv37rF8+XJ69OghpYnt3r271LZyWhtAbGwsM2bMoGvXrpiZmal8ZrFixciTJw+AtFmiIGQF33KQL2RNIsAXACjcZLTagtrkQf7L4wt4un+yxmw5oBrkPz8yk+dHZmrMlgOfBPn7J/Py+AKN2XJAPcj3ObtSY7YcUA/y31xaL+3Am16Uu3gCGvdS0CY2NlZ6n3w0P/lNQkhISKrtGBsbM3HiRCkgLVOmDE5OTlIQ/2lfV61axY0bN1Q2m/r48SNjxoyha9euX2VucvIpKcpXdHQ0J0+eTDHdJ8DYsWOlKTFDhgyhV69ebNy4kfz5Na8H2bdvH/7+/mo3FNbW1qxYsYIcOXKQI0cOvLy8AKR0oJrW6FSvXl0aHc6ItTPabg7kcjnr168HFBsDaqLcMCoxMZFt27ZpbFPT3gbKm5q0/Kx+qdRugpQ/85oWfydf96ApF78yr37y6/Hw8MDPz4+lS5dq/LkIDQ0lR44cKc7dF4T0cvmRn9Zj32KQn79WHwAc2k6nRLsZ0svU1gHbCu1UygrVH5zJvf2+iABfAMDIMo/GcptyLSnUYCjBT04T4fdIY3CvZF20JsWcJhPqfY1Q72sUc5qsMVsOJAX5EX6PCH5ymkINhmrMlgNJQX70Bx9pzr22bDnKID8uIgi/mzsxzfNlGzilpmDBpJuiwMBAnc9LPmqfPHBJPqqsnCaSGj09PWl6UEqpaZUcHR05c+YM+/fvlzanAsWGWLNmzZK+TkxMJDAwUOPrw4cPOvVNycDAgKZNm0ojsildy6ZNm7CxseHFixcULVo0xTnwL1++pFq1amo3FCEhIXz8+JHo6Giio6OlbETKKVDaFhMbGRl90ah8WmhbQP3mzRtpcbC2aV9FihSRbpZu374tlWu6sUtOGUwnJCSksbefL7WF4in1ObWnWMqnK8mvR7k4e/HixRp/LqKiooiOjiY4WPPaHkFIT79t8cDtpvaUxZ8G+Yeve2dc54RsRQT4QooSYiMJfnZO+jro0XGNC29BMec+6NGJZHVPaFx4C4o590GPkuYLBz87p3HhbdLx89L7sNe3tS68BQj1TsoSEhumfbTka0ieWlI5DUQXT58+ld43adJEet+wYUPp/blz59CVctqC8r+66NChA/fv32fYsGFS2ZIlS4iMVPw7+Pj4YGtrq/Hl6Oio8+ckp8t5+fLlo08fxajQiRMnOHbsmMZ6yiccKU37+ZRySlVabsYyWvLriYqK0lpPOXodExOT7n36lnzOz4UgZJTapfLSY+EJnYP8Obs9tdYTvh4fHx9u3bqV5ldK+8tkNhHgCwAEPFAPopLPuS/ddSlFmo7TuPAWVBfUOrSbiUO7mRoX3sKnC2rHUbrrUo0Lb5WSz7kv39tF68JbgMAH7nif+hvbCm2oOGAbMsPU89J/iS5dukjvL1y4oPN5ylSFenp69OjRQyr/8ccfpVHLM2fO4Ovr+8V97Nevn9ZjxsbGrFq1SlosGh4ezuPHj7/4M7Vp3bq1yvQgTa5evcrBgwel70v//v01BuTKPQfevHnD8+fPtbYnl8ul9QXK+ehXrqS8NiMzbwCSzxvXluYTkq5f274G3yvl90Vb6lGljHyKIQhKs3rWoKVjIZ2D/I41i2Rc5z5DbLhi3VhMqC/RIW+TvXzVymI/Zs2BFR8fH0qXKU3VqlXT/CpdpnSWDfJFgC8AEHjvML7XkubyalpQq2nhLahny7EuWlPjwltQz5ZjU66lxoW3Sp8uqNW28BaSB/etsW80AiOz3BRuMipdv2/169eXRvGVqQxTEx8fz+7duwHFDYIyHSRAgQIFpBH1+Ph45s6d+8V9vH37dqrTEcaMGSO9V06ZKFKkiBQcf/ry9vb+4n69f/9eLYNPYGAgPXv2ZOvWraxbt44SJUrg5+fH4MHqczdz5swpLZhctGiR1s/ZsWOHlGWlTJkyABw7dkwle1Fynp6eKukvDQwU+wEmJmp+cqX0tRYply5dWgryP10snVx4eDig+gRIQFpofPHiRa5du6a1Xko7lAtCejE00GfL2KY6B/njO1bOuM59hsAHbgA8cB3C/c0/Sa/EuEjCfG6qlPld35ZKa5kjMDCQqMgoBi3owrS9w3R+DVrQhajIqCz7RFgE+AIANhXa4uuxCd9r27RmywH17DqJ8bEas+WAhuw68bEas+WA5uw6mrLlgObsOp8G93p6ih9tAxPLdP/e/fvvv1hZWREbG8u0adNSrb906VL8/Pywt7dn5cqVasfnzJkjBf2rVq3i/PnzanXSIj4+nnXr1qVYRzlP2tramnLlyn3R5+lqxIgRKhlqEhMT6dGjB6NHj6ZmzZqYmZmxdetWDAwM2LdvHy4uLmpttGvXDlCkRUy+2FQpICCABQsWULeuYsfIDh06AIpFzkOHDlUL2iMiIhgyZAidOnWSypSj/oGBgWqjvskXaiZfOA1JN0rR0dGpfCdUGRoaSk8v3NzcNObJj42N5cWLF+TOnZv27dunqf2vIfnNzNe6sflaGjRoIC1+//HHHzXeyO3ZsydN09kE4WsyMtQ9yNeTpW2zw4xmXVSRraxEhz8p6TxfegEY57JXKbMpp57tLCvJX9yWwuXy6/zKXzzlpBGZTQT4AgC25VqRv1ZffD024bmmk9ZsOZA8yD/CrVXtCPW+pjFbDiQP8q9xa1U7Au4d0ZgtB1SDfM81nbRmywHVIP+OSw+8Ty1WC+4zSokSJdi9ezcWFhasXr1a606xAEePHmXKlCkUKFCAw4cPa8wqY2JiwunTp3F0dCQhIYEOHTqkOt0gNTNmzEixjbVrFfmJf//99xTTQqZEORdcl6kPK1asIDY2FhubpK3Lf/vtN8zNzRk5cqRUVqNGDX755RdAsWlT8nSIAJMmTcLMzAy5XE6vXr3o168fp06dwtPTkw0bNlC3bl169OghTdtwdnaWdvs9cuQITZs25ciRI9y6dYuNGzdSqVIlKlWqpJLasXRpxf8DUVFR0q6qiYmJ7N69W6WvytSTn04H8vf35/Hjx8TFxfHzzz9L3yflWgdl28nNnDmTnDlzEhUVxdSpU9W+f3v37iUqKopFixapZF5SjupDynPzU5rbr4vki6xTy/aU0nUmL9PU3+SbUX16AwVJP2vJ2zU3N2fixIkAPH/+HEdHRxYtWsSNGze4ePEikyZNYvDgwUyZMiXFfgtCekpLkJ+VmeZVbDxoUaAilgUrSS9TWwcsClRSLctTIpXWMl98XAKLBmxiSutlBPslpcF+5PGCXxosYPei4ymcnbWIAF+Q5K3cUXpvUaCi1mw5ALlKJ00LMDTNiVUR9bSDSlZFqmNompTdJfm5nzK3K41FgYoa+/Qp45wFyV26mfR1vho9Mzy4V2rWrBmXLl2icuXKdOvWjbFjx/L06VPkcjmJiYncu3ePESNG0K5dOxo2bIiHh4fK1JxP2djYcP78eSZNmkRUVBRNmzalS5cunDlzRsrAExERwalTp+jRowevX78mb9689OrVS2N7UVFRNGvWjOHDh+Pp6UlcXByJiYk8e/aMn376iQ0bNjBq1CgpmE6ruLg4Xrx4AShGzbXNSXz79i2TJ09m9OjR0kLauLg4FixYwPz582natKnaOcopKBEREbRr105ljYCDgwPbtm3D2NgYuVzOpk2baNasGVWqVOGnn36iUqVKKtdkYGDAnj17pGxFZ8+epW3btlStWpX+/ftTsGBBli5dqvL5pUqVol69egCMHz8eW1tbbGxsWLBgAZs2bZLqjR8/no4dO0qj+tWqVcPAwAC5XE6VKlXIly8fFSpUkLL0JN9sas+ePSo3Rvny5ePQoUNYWlryzz//MGHCBEJDQ5HL5Rw9epThw4fzxx9/0LdvX5W+Jr+53Lt3r0qbQUFB0pSVixcvftb6DrlczsWLF1UWgC9fvjzF9KopXef9+/el3Y1PnDihcoMSGxsrbWYFqrs8gyLLlPJcd3d3lWloEydOlP5fCAwMZPz48VSvXp369euzePFi1q5dqzHtpiBkpOwS5Gcn4cERPLjoxbvnAby8m/T07+65p3x4H8aVA0k7o6c2bTOziQBfACDS34tHu8chMzDGPH8FQl564H1mORH+z9ReH/0e8XT/ZNAzwKJgZWI/BvDc7U8i3j9Vr//+Kc/d/iT2YwAWBSuDngFP90/mo98jjW17n1lOyEsPzPNXQGZgzKPd4wh/e09j3bdXNkupMA2MLXn83zhCX91UqRMd/DrDvocVKlTgxo0b7Nq1C39/f5ycnMiVKxe5c+emc+fOxMTEcOLECdzd3VXSa2pjbm7OnDlzePHiBcuXLycmJoYhQ4ZQuHBhrKysKFSoEGPGjMHQ0JCdO3fi7e3NwIED1dopW7YsL1++xM3NDTMzMwYNGkS+fPmwsLCgfv36fPjwgRMnTqgFtrp4+PAhc+fOpV69evj7+wOKkdiiRYtiZWUl5R63srIiR44cFCxYkDlz5mBpaUnbtm0BRWA8YcIEAEaOHMm8efOk9vfv30/LlklPe54/f06ZMmVU6rRv356bN2/SvXt3bG1tyZEjB+XKlWPJkiXs2LFDLQ1j8eLFuXXrFqNGjaJgwYIYGRlRunRp5s+fz4kTJ6TR/uT27t0rbYRlaGjIgAEDOHPmDDlz5sTY2Jh+/fpx48YN9u/fLwWOhQoV4t9//yVfvnxYW1szZcoUaX1FiRIlGDBggNS+i4sLJiYmKotq69aty4MHDxg2bBj//fcfdnZ2lCxZkvXr17N//35mzJih0kcHBwf69+8vfb127VpMTEw4deoUI0eOxNbWVnoC4uvrS8GCBXWaUqbk4eGBmZkZ9evXV0nzOm3aNExNTaV/w+RSus6hQ4dSoUIFaYT/5s2bWFtbM2fOHC5evIipqam0HwDADz/8gLGxMTExMTg5OVG6dGnp6cGdO3ewtbWV9jmQyWRs3ryZzZs3U6tWLUxNTbGwsKBVq1acP39eSpsqCJlNBPlZS868lvT/qxMdRzWhUuOkQc5WA+rR6qe6DJyf9LsjtbTEmU1PntUmUAqSsLAwrKysCA0NlbZz10V0dDQvX76kaNGiartgfsrHx4dSpcsQHaU9ReW3ztjYhCdPHqvtXCoIgvAtScvvdiFruXXrFlWrVuXSvE44FrNROx4bl0Dvv0/h7vma7eOb41RV8ffK80UgdSfu4+bNm1SpUiWju62V8npkBsYkxkdjU7YVevpJ0zsD7h0CwLZCO6ks9NV1YsP8suy1TNs7jMLlNG+qqMmrB77McF6dodeTlrjQIEN6JGRZ9vb2PHn8KMuuAv8abGxsRHAvCIIgZFnKkfzef5+ix8ITKkF+VpYYr0gi8NHvITJ99Y3pIvyS1k2l9740gioR4AvY29uLAFgQBEEQ0tlDn2CNI/igOci3y5m+e7l8qfy1+uDrsZmy3VciM0gK8B9uH46ZXRkKNx4hlfnfO4LPmWWZ0U2dPLzynAIl82JgmJRh68Hl51jkNMW+TD6p7OOHSB5eeU7OvOmfpe9LZO0JRIIgCIIgCNnEmH8vcf2Zv9bjn87Jv/xIjHpnlF0LjnN0bVJa6geXn7P4p03M6rKG8OAIqXzt+F2sGfsf7hsuZUY3dSYCfEEQBEEQhAxQzM6SdrOO6hzk/7bFIwN7J+S0s5LeW+Q0Raavh3lOMwxzJE14yZXfGgArG/OM7l6aiABfEARBEAQhAyweUIey9rl0DvJrl8qbgb1Lu8QExV4V8oQ4EuNjk14JsWpl8sT4VFrLXGPX9aF+56TFsvZl8rH4wgTmuI/G2CyHVN5nejsWnhtP/S5VM6ObOhNz8AVBEARBEDKAaQ5DDkxpRYc/j9Fu1lEOTW1N9RJ5NNY1MtRnVs8aNJpyUOPxrMDvumIHcc9/nNWORQf7EPjwWEZ36bNZ5jZTK7PIpV4m05eRy86K8KAItWNZiQjwBUEQBEEQMoiFiZHOQb6hgb7G8qzCzK4MEX6PKNx0LLJkaTJfHp+PvpEp9o2SFtl+eHaBkJdXMqOb3yUxRUcQBEEQBCEDKYN8XabrZGXKXexzl2pC7tJNpZeprQO5SjVVKbNMYcf7rCIxIZGNUw+weMAmPn5I2h/o1QNf/uy2lhObvp0bFBHgC4IgCIIgZLDsEuRnJyH+4Zz/7wb3L3rxyOOFVH75wG2e337N0XUXpLLExMTM6KLORIAvCIIgCIKQCUSQn7XktLOk0+imNOxWjYoNS0rlTXvVokabCvSY7CSVyWRZO4QWc/AFQRAEQRAySVrm5Gc1gQ+PA/Duxk6VOfiRAV5EBnhhZJ60qVfIy6yf8lNPT492PzdSK89jn4uhi7tmfIe+gAjwBUEQBEEQMtG3GuTHhik24nrvuVclwFd677lXeh8fHZph/RJEgC8IgiAIgpAhXgeE41jMRuMxTUG+gX7WngaSv1YffD02U3nQTmQGRlL5w+3DMbMrQ+HGSVl0/O8dwefMsszopk5eP32Pfdl86OnpSWVvvfwxMc9BrmQbYMVGx+Hz8B0yAz1NzWQZWfsnRxAEQRAEIZsY8c9FnvmGaD3+6Zz8hz7BGde579z6SXtVsuR43fLhj7YrmOK0jMiwKKl83YTd/NVjHSc3Z+0pRyLAFwRBEARByADmxga0mn5E5yB/zL+XMq5zQrYiAnxBEARBEIQMsGxwfaxMjXQO8ovZWWZc575zA+Y507xvbelrhyr2zDw8gj/dRmFqaSKVD5rfhck7BtGsT63M6KbOxBx8QRAEQRCEDJDb0pij09rQesYRWk0/wrHpbSiR31pjXQsTIxYPqEPzPw5nbCfTwNdjMwC313VTWWQbHx1KZIAXH56dVynLygqWyKsy/x6ggIP6QmcjY0McHO159cA3o7r2WcQIviAIgiAIQgaxy2nK0WltdBrJN82hnpkmKzGytAMgr6OzykspeZmZXZnM6uZ3SYzgC/j4+BAYGJjZ3Ug3NjY22NvbZ3Y3BEEQBAFICvJ1GcnPymzKtsDXYzP5qnVTyaLzwesCZnZlyFe9u1Smb2xBhN+jzOimzuRyOYdWneXD+zC6T3Iih6nimvx9gtn79wmqNC9LjdYVMrmXuhEB/nfOx8eHUqXLEB0VmdldSTfGJqY8efxIBPmCIAhClpFdgvzs5INfGPuXnQagbO3iVHcqD8CprR5cO3qfJ9dfSQF+YmJipvVTFyLA/84FBgYSHRVJ0RYTMc5VKLO789VFB7/m5fF5BAYGZliAf+HCBbZt28a5c+cU39/oaGxsbKhTpw7du3enbdu2aWovKCiIjRs34ubmxv379wkNDcXKygorKytq1qxJhw4dcHJyYsuWLZQuXZqGDRtqbOf06dMsWbKEK1euEBMTg7W1NTVq1KBNmzbUrVuXX3/9FVdXV8zNzT/ruhMTE1m/fj0bN27k3r17yGQy8uTJQ8OGDWnXrh3Fixdn6tSp7NmzB1DcXBYrVoyEhAS1trp378727dvZvHkz/fv31/iLtHXr1hw5ckT6OiEhAVNTU2JjY1XqLVmyhNGjR6udHx4eTu3atblz5w76+vqpXl/FihW5d++exmOGhoZYW1vj4OBA8+bNGTVqFLlz506xvYsXL9KkSRPi4uKkMiMjI86dO0etWtoXb40bN47ly5cTHx+vUl65cmU8PT1TvQ5BELIOEeRnLdZ5LWjQtRrBviGUqVVMKq/ToTIv7r6hhlPS6L1MlrVnuYsAXwAgJuwdIM/sbnx1Mf/fZS8j+Pr60r9/f86cOcPYsWM5cOAADg4OyOVynjx5gouLC87OztSoUYNNmzZRvHjxFNuTy+WsWLGCyZMnY2pqyvjx41m7di2FCxdGX1+f4OBgTp06xbx58+jVqxfx8fFs27ZNY1vTpk1j9uzZTJo0iXXr1pE3b178/f3ZtWsXkyZNwt/f/4uuPTo6mo4dO3Lt2jUWL15M586dMTc359mzZ7i4uNC5c2fi4uKoWrWqdI69vT0RERHMmjWLP//8E4AcOXJw48YNypdXjJr06dOHFi1a0LNnT06fVoyqWFpacufOHYoUKaLSB319faKjo9m1axfdunXDwcEBNzc3HBwcNPZ5w4YNPHjwgAMHDuDs7KyxTnJ3794lODiY3r17c/ToUQBKlSpFvXr1MDAw4OrVq1y5coUrV66wbNkydu7cSYsWLbS2V69ePaKiojh58iSjR4/myZMnxMbG0rlzZ27evImdnZ3G8xYvXsy8efOYM2cO06ZNo0WLFmzbti3VGwpBELKmbznID/W+DkDQk9Mqi2wjA7yICfXFPF/SvPuw/9fNymQyGf1mdVArL1wuP1N2DM6EHn0BuZBlhYaGygF5aGhoms6LioqSP3z4UB4VFZVq3Zs3b8pRRPbZ+nXz5s3P/WfQye3bt+W2trZyQ0NDuZubm9Z6x44dkxsZGcltbGzkHh4eWuvFxcXJe/bsKQfkderUkfv7+2utGx8fLx8+fLgckK9YsULt+K5du+SAfMKECRrPf//+vbxkyZJyQB4eHp7CVWqn/PyjR49qPH758mW5iYmJvGrVqmrHEhIS5IULF5YDcgsLC3lCQoJanVevXsmNjY3lgLx48eIp9iUkJEQOyI8dO6a1TmJiotzBwUEOyBs3bpzK1anau3ev9HO1YcMGlWPr16+X6+npyQG5iYmJ/O7duzq1GRAQIC9evLjUbt26deWxsbEpnhMcHCwH5Pv27UtT/4VvV1p+twtZi/Jv7aV5neSRuwZpfL1Y21NeuoC1PF9OU/mdpT/II3cNkl+a1ylD/oal1ZfEDln1WqbtHSZf/2SWzq9pe4dl+PWkJS4UI/gCAKV/+BtTW80jnd+yyAAvHu8am66f8fr1a1q3bk1AQAB//PEHrVq10lq3ZcuWTJgwgdmzZ9O+fXtu3rxJwYIF1eqNHj0aV1dXChcuzMGDB1McndXX12fZsmU8fvyY9+/fqx1fsGABoJj2okmePHlwdXWlevXqqV2qRqGhoaxbtw4rKyucnJw01qlduzYzZ85kx44dasdkMhl9+/Zl5syZhIeHc+XKFerWratSx97ens6dO+Pq6sqLFy/w8/PTOsJ97tw5ChUqlOLo+dGjR/Hy8gLgzJkzPHjwgHLlyul0vdbW1lqP9e/fnytXrrBu3TqioqKYMmUKBw8eTLVNGxsb6tWrx/PnzwG4dOkSo0aNYvXq1an2I6X+CIKQtQSFRWs9pmkkP6uzq/4jfte34ThkL3rJRvAf7hiOuV1Z7BsNl8oCHrjx+tyqzOimTsKCItTKwoMjMMxhgLFZDqksMSGREP9w5PKsPesha08gEjKMnr4hMgOjbPdK/gsnvYwYMQJfX18sLS2ZOHFiqvUnTpyIqakp/v7+DBo0SO24m5sbq1YpfgkuXLhQp6kXMpmMuXPnapxqc/fuXUAx512batWqfXaA//jxY2JjY4mIiCAoKEhrvUGDBmFoqPnfo1evXtL7nTt3aqzTs2dPQDF1ae/evVo/Z9euXXTt2lUtn3FyS5cuVQnoV6xYobXup1JqF2DAgAHS+xMnTqRpIVblypXJkUPxh2TNmjW4uLh8dj8EQch6Rq29gN8H7UktPk2h+TogPAN7l3YyfcU4sVoMoW+kVqYny9pjyn8P2syFPbekr30evWNc/fn81nIp0RExUvnm6YcY32ghF3bfzIxu6kwE+ILwBTw8PKQRWmdnZ0xNTVM9x9zcnPbt2wNw7Ngxrly5Ih2Ty+X88ssvQNKota6qVavGsGHD1MotLCwAxeLM169faz2/QYMGOn+Wpvbj4+Pp378/MTExGutZWVlRqVIljcdKlCghLSzduXOnxoW3zZs3lz7L1dVVYztRUVEcOHCAHj16aO3vo0ePOHnyJKtXr6ZixYoAbN26ldDQr7MJS/Ibh+jo6DStb6hUqRLr1q2Tvh4+fDhXr179Kv0SBCHzfYyOp/WMIzoH+SP+uZiBvRM++CX9HQj/EEligpyPHyKIj036mxT8/30LQgM/ZnT30kQE+ILwBf777z/pfe3atVOoqSp5lpTkbRw/fpxHjxR5gtu3b5/mUVpNAbRyytCLFy+oUqWKlMXmUwsXLvysDDqlS5emcOHCABw6dIhatWpx584djXXXrFmjtZ3evXsD4O/vz/Hjx9WOv3r1ivBwxWjWlStX8Pb2Vqtz6NAh8uXLp7KY91PLli2jfPny1K9fn6FDhwLw8eNHNm7cqPWctEj+b6anp4elZdq2mu/duze//vorADExMXTu3Fnj1CtNOnbsiJ6envTq16+fdMzDwwN9fX2V45+6dOkSHTt2pEmTJoBi+tWoUaOwsbHBxsaGIUOGEBGheIwtl8tZvXo1FSpUwMTEBEdHR2khtCAImq0YUo/QyFidg3xz46w96p2ddJ3QgtaDkwa6ytUpzrj1fZm6eyjmOZMG7wYv/IFhS7rRsn9dTc1kGeInRwDg5bG5yAyNM7sbX11inPb5jl9D8oCmbNmyOp+nzBIDijngSsnna1epUuULe6cwe/Zsjhw5QnBwMIGBgXTp0oWWLVuycOFClX58LplMxvLly+nQoQNyuZzbt29TrVo1hg4dyrRp07CxsdGpnW7dujFmzBji4uJwdXVVm8+/bds2ihQpgre3N3K5nG3btjF58mSVOtu3b09x9D4kJIQtW7awaNEiQDE1aMKECXz8+JGVK1cyatSoL576cuPGDel9lSpVdHqq86m5c+fy4MEDjh49ytu3b/nhhx84deqU1ilOSvv37+f58+c0bNiQt2/fqhyrVasWUVFRjBo1in/++UflmIeHB+PGjZOeJjVs2BAfHx8aNmxIdHQ0UVFRREZGsnbtWqKjo9mwYQN9+/Zl165d2NraEhMTw+3bt2ndujUPHz6kWLFiCIKgrpCtBcemt6HV9CO0nnGEo9PaYJdT8+8Iu5ymLBtcn/Z/umVwL3Xn67EZUMy5l+knbXQVGeBFZICXysZWkQFeGd6/tChTqzgGhqopk8vVUc92Z57TlOpO5Xn1wDejuvZZxAi+AICxTVHM7Mpku5exTdF0/b4lD6LSstgxV65c0vs3b95I75PnMc+bN2+Kbbi7u2NiYoKxsbHaq06dOlI9e3t7zpw5o7IPgLu7O5UrV2bgwIG8e/dO535r065dO1xdXTExMQEU03VWrFhB8eLFmTNnDtHRqd9o5c6dm9atWwOKQFU5Uqy0fft2pk+fTunSpQH1aTqhoaG4ubnx448/av2Mf//9FwMDA2nOv4WFhVT/2bNnuLu763jFmsnlcinlJ8CECRM+qx2ZTMb27dspU0aRYu7ChQuMGTNGp3OLFy+udS8EIyMjOnXqpFZeunRpjh49Kp0XGBjIxIkTcXV15d27d4SEhNCtWzdAcaM1ZMgQHBwcCAwM5PXr19y7d49cuXIRExPD2rVrP+OKBeH7USK/Ncemt9FpJD+3ZdYeeJMZKPpnbldW5W+vUvIyI0vNiRGE9CFG8AUA8lXrhlmeEpndja8uwv8ZIV4X0q395PO2lcGtLpRzyQHCwsKk9wEBAdJ7IyMjUtKyZUs+fPjAkiVL+O233wBFYHj48GFatmypUrdixYrcvXuX3377jX/++YfExEQSEhJwcXFh586dzJ49+4tHr3v06EHVqlUZNmyY9GQjLCyMyZMns27dOv755x+aN2+eYhu9e/fmwIEDREREcODAASn49vT0xNvbG2dnZ16/fs3UqVN5+PAht2/fpnLlygDs3buXcuXKUbJkSY1tJyYmsnLlSvr06YOZmZlUPmzYMCkoXbFiRYpZkD716tUraeOxly9fMmHCBE6cOAHAr7/+SteuXXVu61OWlpYcPHiQGjVq8OHDB1atWkW1atXo379/quemNNKvXMSbnPLmtHr16pw7dw65XM7GjRuluoaGhsycOZOdO3cSHx9P3bp1Vab/lCtXjg4dOrBhwwZpipkgCNopg3xdRvKzMrtqXfH12Ix9o+HIDJL+ZkX4PcLMrgyFG4+QyvzvHcHnzLLM6GaaXNhziw9+obQe3EAa0Q8N/Mgxl4tUbFhSZQOsrEyM4AvCF7CyspLef/yo+4Kb5LutJh/NT36TEBISkmo7xsbGTJw4UZo7X6ZMGZycnDTusGdlZcWqVau4ceMGjRo1Uun3mDFj6Nq1q8quqp+jZMmSnDp1it27d6ts5PXy5UtatmzJ33//neL5bdu2lYLNrVu3SuXbtm2jQ4cOWFhY0KtXL+lGJPko/vbt21McvT9w4ADe3t78/PPPKuWVK1emZs2agCKDkTJVpS5OnjxJq1atKFCgABUrVuTq1as4Ozvj7u7O/PnzdW5HGwcHB3bu3CnttDts2DCuX0+/zWKUP3+2trZqNwLJNxb7dJMxgHz58gFp+/9AEL5naRnJFzLGh/dhbJi8j/3LTnPnzGOp/JjLRdzXX+LfCUlr2NKSIS0ziABfEL5A8hz2gYGBOp+XfNQ+ebCUfBrNkydPdGpLT09PCopz5syZan1HR0fOnDnD/v37VYLw3bt3M2vWLOnrxMREAgMDNb4+fPiQ4md07tyZhw8fsmDBAmmRqVwuZ9y4cZw6dUrreTly5JBGvU+cOEFAQAByuZwdO3ZIaTKLFCki5cnfvn07iYmJvH//nrNnz0rTSDRZtmwZTZs2lab4JKdcbJuYmCilKNXFgAEDuHLlCm/fviU8PBwfHx/27NmTYg7+tGrevDmLFy8GFItunZ2dv3jnYW1S2no9tSdKyqcGmjIgCYKgmQjysxaLXGaUr+dAvuK2FK2Y9Pe9YsOS5MxrSe0OSYksUvp9mRWIKToCABHvn5IQm/1+sUR/eJN6pS/QoEEDbt++DSjyzTdt2lSn854+fSq9V2YsAcXixiNHjgCKDZumTJmiU3vKEV7lf3XRoUMHWrZsybhx46QNlZYsWcKkSZMwNTXFx8eHokU1r2EoXLiwxiw2yRkZGTF+/Hh+/PFHunbtyqVLlwCYM2dOit+n3r17s3btWuLj49m5cycVKlQgOjpaZepMr169uHjxIm/fvuXcuXPcv3+f2rVra9w0DBT/NmfPnsXMzEzjWgm5XI6enh5yuZwNGzYwa9asz1ocm15GjRrF3bt3cXFx4c2bN9KiW0EQvn3f8nSdyPfPAAh/e1dl35nIAC8SE2IJe5OUUS3S/1mG9y+tDAz1GefSV628TK1iLDr/ayb06POJAF8A+CbmxWVFXbp0YdkyxffuwoULjB2r2665ymkWenp6KllffvzxR37//XdiY2M5c+YMvr6+5M+f/4v62K9fP60pII2NjVm1ahVBQUH8999/hIeH8/jx4zRl8AkMDGTu3LksXLhQ4/H8+fPj7u5OxYoVefHiBdeuXUuxvbp161K0aFFevnyJq6srFSpUoFu3bhgYJP266tq1K6NGjSI2NhZXV1cePnxI377qv5SVli1bRtmyZbl//77WdQYTJkxgwYIFfPjwga1btzJ48GAdrj7jrFq1iidPnnDx4kXOnz+v88+aIAhZ37ca5Ie8VGTeenZAfTAqOtiHp3s/L9GA8OVEgC8AULzNNExyF87sbnx1UUGveH5kRrq1X79+fRo0aMD58+c5cuQIQUFBqe48Gx8fz+7duwHFDUKFChWkYwUKFGDYsGEsXbqU+Ph45s6dK91AfK7bt28THBysMtf/U2PGjJHy8SsfOxYpUkTnrbhTy39uZmbGwIEDmTx5cqqPNfX09OjVqxezZs3Cw8OD+/fvSwtXlXLmzEnr1q3Zv38/O3bsIC4ujkOHDmlsLygoCFdXV/75558UFxGPGTOGpUuXEhsby8qVK7NcgG9kZMSePXuoXr06Pj4+Ke6+q7wZSm2OqPLJhSAIGSMyRvs6J01BflZnU86JwAdulOv5j8oI/sPtIzDPVwb7RsOlssBHJ/G7vi0zuqkTTb8vExMS0ZOp7xuSmJC159+DmIMv/J+RhS3G1gWy3cvIwjbdv3f//vsvVlZWxMbGMm3atFTrL126FD8/P+zt7Vm5cqXa8Tlz5khB/6pVqzh//vwX9S8+Pl5ld1RNlL+8rK2tVXZi1ZWnp2eqO64qP6NevXqptqdMYwmKdKHJNwb7tE5ERATNmzfXemO1evVq8uTJk+ICXFA8aVA+Tbl7967K/gTJ6XrTk1a6tJsnTx4OHDiQ6vQhZZYmPz8/tWOvXr2S3idf7C0IQvob53KZ8Cjt/999Oic/KCx993L5Usq/sTms8n/y9ze/WpmRuW57omSW2V3XcvPEQ+lrv5eBjKo1h6ltlxOX7MZsz98nGFRuOteP3c+MbupMBPiC8IVKlCjB7t27sbCwYPXq1Vp3igU4evQoU6ZMoUCBAhw+fBhbW/UbEBMTE06fPo2joyMJCQl06NCBs2fPflEfZ8yYkWIbyjSRv//+e6qbKWnTq1cvtc2VlKKioti6dSsGBgZMnTo11bZKliwpZbZRLq79VPKMO9o2twoODmbx4sX069dPZYqPNsmn+Wi7WUueGjX5+y8VGhqqU3uVK1dm06ZNKY68KxcSnz9/Xlr7EBkZyV9//aVys/fw4UOVUauoqChAsZj3U/Hx8dJ7TTcGysW1yjYEQVD3wi+MDn8e0znIH7U2/dI8C6rkiXK87yX9DfN7GUhkWDS+XgFEhif9Tnx20we5XM7rJ+oDKFmJCPAF4Sto1qwZly5donLlynTr1o2xY8fy9OlT5HI5iYmJ3Lt3jxEjRtCuXTsaNmyIh4eHytScT9nY2HD+/HkmTZpEVFQUTZs2pUuXLpw5c0bKwBMREcGpU6fo0aMHr1+/Jm/evCoj38lFRUXRrFkzhg8fjqenJ3FxcSQmJvLs2TN++uknNmzYwKhRo/jll18++3vg5eVF+fLlmTdvnrTbbExMDJcvX6Z58+Z4eXmxadMmKXBPTe/evQG0XlOOHDno0qULpqamdOzYUe34u3fv6NmzJx8+fOD169c6BZ6vX7+W3l+4cIFffvlFJeNRUFAQa9askb7esWOHxlHytJDL5Vy6dImzZ89y/vx5bt68meo5Xbp04Y8//kjxuLW1NTExMdSvX59ChQphY2PDq1evVDIlNW7cmCFDhpCQkCBtFAbw4MEDtSxOmzdvlt4fPXpUJaVqSEiINE3rwYMH3L17V7eLF4TvzJKBdXnoE6xzkP8xOl5rHeHravlTXVoPbiB9XbFRSfr/1Ylx//bBysZcKh8wx5luk1rRol8dTc1kGXry9HreLHyxsLAwrKysCA0NlVIN6iI6OpqXL19StGhRjI1T3gXv1q1bVK1aFRNbB/QNdd+o6VuREBdFVIAXN2/eTNPC0c8ll8vZv38/u3fvxsPDg+DgYECRV7xhw4b06NFDJWuOLnx9fdm/fz9ubm48efKEgIAAEhMT0dfXp0CBAjg6OtK+fXvatm2r8d+7a9euzJ8/n2fPnnHixAlOnz6Nt7c3UVFRWFhYULt2bYYPH06zZs0+65oDAwMZN24cs2fPxsPDg+PHj3Px4kX8/f2JiooiX758NGvWjF9++YVSpUqlqd2OHTty8eJFrXXOnz/PqlWr2LFjh0r56dOn1TL1yGQyZs+eLW0K9qkcOXJonbJy/vx5hg8fzr179zQet7S0/KzR/Bs3btCgQQO1mw9TU1POnTtHtWrVtJ4rl8v54YcfGDFihMq+BsnbHjlyJLdv36ZIkSKMGTOGIUOGSOlEBw8ezLBhw8ifPz/btm2jd+/eanNQW7VqhZubG8bGxmqj+gYGBri5uXHjxg0mT56sNsVo8ODB/PPPP2n8jggpScvvdiFrUf6tvTSvE/EJibSbdZSy9rk4MKUVFibaU9AevPqS7gtPZtjfMF0pr0fJ0r6qyhz80JceAFgVTZpeGfb6NvL46Cx7LdP2DqNwOd2TWrx64MsM59UZej1piQtFgJ+FZUSA7+PjQ8mSpYiJydrz/L5EjhzGPH36RCXHvCAIwrdGBPjfruQBvmMxG64/89cpyPd8EUjdifuybFCsJAL8rBfgiyw63zl7e3uePn2Spk2avjU2NjYiuBcEQRCyjOol8nBoamvazTpKhz+PpTqSn1Xlr9UHX4/NOLSdjswgqf8Ptw/HzK4MhRuPkMr87x35JlJy37/wjA/+4dTtVFnK+hb1MYaLe25RumZRCpW2y+Qe6kYE+AL29vYiABYEQRCEDJRdgvzsJDTwI4sHKtYbWeQ0pXITRcKCo2vPc+Sf89gUsGb+acVatdTSEGc2schWEARBEAQhEyiDfF0W3grpz9QiB/kdbDG1NMauaFJazyIVCiDTl1GiWtJ+QVl9DxExgi8IgiAIgpBJvuWR/NjwAABiQn1V5uBHh/hiYGJFdEhS2snYj1l/KrBhDkNmHR6JXC5X2ZSxavOyrL03DZl+UpkI8AVBEARBEAStvtUgP/DB/1Prug5ROxbmc5P7m3/K6C59MT099Z1rAZXg/lsgAnxBEARBEIQMEBefoPWYpiA/q7MuWpuQl1co0eFPlRH8p3snYJzLHvtGSYtsg5+ckW4IhPT3bd2OCIIgCIIgfKOmul4jNi71IF85Jz8yJk5r3azANG8JACwKVMSyYCXpZWrrgEWBSqpleUpkcm9TtnjgZh55vJC+Dn4XypTWy1g0YBPxyf7NTmy6wth687h/0SszuqkzEeALgiAIgiBkgCtP3tP771M6B/njXC5nYO++b+HBEdw791T6+sXdN7x7HsCDi16EB0dI5deO3iM04COPr73MjG7qTAT4giAIgiAIGWBO71q4e77WOch/4ReWgb37vtVuX4mWA+pJX1duUpqOo5rQ/69O5MybtKlUrz/a0qJfHZr8WCMzuqkzMQdfEARBEAQhA9QpY8f28c3psfAEvf8+xZaxTTEy1NdYt3qJPCwZWJdBK89lcC9153fjPwB8zq5UmYMfGeBFZIDqFJbQV9cztG9p1aJfHaxszKWvDQz1aT+8sVq9wuXyU7hcfl498M3I7qWZGMEXBEEQBEHIIE5V7dk+vrlOI/ll7XNlYM/SLjE+GoCPfg+J8HskvZSSl8WG+WVWN79LYgRfEARBEAQhAymDfF1G8rOy/LX64OuxmbLdVyIzSErr+XD7cMzsylC4cVIWHf97R/A5sywzupkmPo/eEf4hknJ1iktl8XEJ3D79mGIVC5Irn1Um9k53YgRfEARBEAQhg6VlJF/IGOHBEczqsobFP23iweXnUvnRtedZNWoHiwZsksoSExMzo4s6EwG+IAiCIAhCJhBBftZimMMA85xmyPT1sMhpKpXntFOM2udONnovdrIVBEEQBEEQNPqWp+skJsQDIE+II1GlPFZRFh8rlckT4zO4d2lnbJaDOe6jiY9NwDxZgF+/cxXK13PAIpeZVCYCfEEQBEEQhGzCx8eHwMDANJ3z6NGjFI9/q0G+3/VtAHj+46x2LDrYh8CHxzK6S1/M2CwHmKmXJ0+V+S0QAb4gCIIgCIIOfHx8KFO6NJFRUZ91vjxRrvWYpiA/qzOzK0OE3yMKNx2LLFmazJfH56NvZIp9o6RFth+eXSDk5ZXM6OZ3SQT4giAIgiAIOggMDCQyKor1oxpTqoA18kQ5C/ffZv9Vb37r4kjb6kU0nnfc8zUzdtxg4f7bbB3XDJlM8/SOT4P8XzpWSser+XJWRaoT4feI3KWaqGTRee+5FzO7MuQunXSTkhAXnaUDfJdJexkw15nC5fID8PFDJGvH7yJXfmv6TG+HTF+xbNXj8F1ObLxMXecqmdndVIkAX/isx43fEhsbG+zt7TO7G4IgCEI2UaqANZWK5GbMv5c4cM2b1cMa0LdJKa31n7wNAWD/VW/G/HuJJQPr6hTkh0TEpEf3BQ3ePH3PlYN3pAD/4ZXn3L+o2Kyr/fBG5Pr/QtsTGy/z8t5bjM1zZFpfdSEC/O+cj48PpUqVJjr68x43fgty5DDm6dMnIsgXhHQSHR3N1q1bWbJkCV26dGH69OmZ3SVBSFfyRDlj/r2Ey8lHrBqacnAPcOjaSwB+6+LI3D2eADoF+d0WHP+6HRe0KlfPgSY9a0pfV2pUiobdqpHLzkpl/r3zuOac23mdKk3L8OjKi8zoqk5EgP+dCwwMlIJ7M7symNo6SMcC7h0CwLZCO6lMnhhP4AM3jCztsCpcPamdRyeQx0er1FW2oWdgjE2Z5lJZ6KvrxIb5YVPOCT2ZgUrdTz8vMsCLCL9HWBetjaG5TYp14z4GEvLyisp1xEeF8sHrPIGBgRkW4F+4cIFt27Zx7ty5/39/o7GxsaFOnTp0796dtm3bpqm9oKAgNm7ciJubG/fv3yc0NBQrKyusrKyoWbMmHTp0wMnJiS1btlC6dGkaNmyosZ3Tp0+zZMkSrly5QkxMDNbW1tSoUYM2bdpQt25dfv31V1xdXTE3N9d4flq8efOG9evXc+LECR4/fkxERASWlpbkzp2bevXq0alTJ5o2bcoff/zB0KFDKVy4MADbtm1jwIABREdHq7VpZGTEjBkzmDRpEgAeHh40bdqUyMhItboGBgYMGjSIVatWAbB27VqGDBkCKDIfmJubI5OpZwmOiooiNlaR9cHBwYE7d+5gamqqVk/p5cuXVKhQgYiICI3HDQ0NuXr1Ko6Ojil9u75py5YtY/78+bx9+xaALl26ZHKPBCH9Ldx/mwPXvHUK7ufuucU+D28A2lYvgr2tBT+vOQ+kHuTP6V2LXzdm3WktgQ8VNyDvbuxUmYMfGeBFZIAXRsn+boe89Mjw/qVFl3HNyZNs5+Acpkb0ndlBrV65OsUpV6c4rx74ZmT30kwE+IIkwu8RMSHqP7Afnp2X3icmxAEQG+anUi7//3bVycuSH0teHh8dCkDw03MqvxA0fZ6ybsjLKxgYq+8ep6lu8uuQJ2ZcTmFfX1/69+/PmTNnGDt2LAcOHMDBwQG5XM6TJ09wcXHB2dmZGjVqsGnTJooXL55ie3K5nBUrVjB58mRMTU0ZP348a9eupXDhwujr6xMcHMypU6eYN28evXr1Ij4+nm3btmlsa9q0acyePZtJkyaxbt068ubNi7+/P7t27WLSpEn4+/t/le9BXFwcs2bNYt68eRQqVIhx48bRvn178ufPj0wm4927dxw7doyxY8fy5s0bIiIicHZ2lgL8H3/8kR49enD06FE6depEXJzi5+3vv/9m5MiR6OsnZZWoVasWERERXLp0iTZt2hAaqvj3nz59OpMmTSJHjqTHpwEBAeTLlw8XFxeaNWuGoaH6z11oaCjlypXj7du3yGQyNmzYkGJwD1C0aFE+fvzI/fv3ad26Na9fvwagWbNmrFmzJtV/4+xg4MCB9OvXjyJFivDhw4fM7o4gZIj9V1OflgOK4H7mjpt0qlVECvKV5+gS5NcpY/f1Op0OYsP8AMWce01/z9977pXeK/9GCxlDBPiCpKTzfCwLJi3oeXVmBRF+jyjbY6VUlhgfy61V7SjaYoLK4pl313fw3nMvlQf/p9Lm7bVdyevoTL7q3aWyoMeneHl8PpUH7Ux1a+uwN3d4uncC5fusx9i6gFT+7NA0AEq0myGVRYe85f7mn1SuI8L/GY92JLWXXu7cuUPz5s0JCQnh4MGDtGrVSjqmp6dHmTJlWLhwIc2bN6d9+/bUqlWLw4cPU7NmTY3txcfH069fP1xdXalTpw779+/H1tZWpU6uXLn44YcfcHZ2ZvTo0axcuVJjoL57925mzpzJhAkT+PPPP6XyPHnyMHz4cH744Qfq16/P06dPv+h78PHjRzp27MipU6fo1KkTmzdvVnsakC9fPvr370+PHj3o0aMH+/fvV+uznp4ebdq0oWzZsty5cwcrKyvGjBmj9XPr1q1Lw4YNOXjwIABjxoxRCe5BEeCvXLkSJycnre2MHj1aGoUeNWoU9erV0/nay5cvT/v27Vm5UvH/yqxZs7JlcJ+QkMCAAQPYuHGjVKa8CXJwcOD69euZ1DNByFi/dXHUObj/o3tViuSxlAJ8SFuQn5Xlr9UHX4/NOv099793BJ8zyzKjm2kS7BdK1McYCjjkkcrkcjkv7r4hXzFbTC2MM7F3uhM72QrCF3r9+jWtW7cmICCA3377TSW4/1TLli2ZMGECgYGBtG/fnjdv3misN3r0aFxdXSlcuDAHDx5UC+6T09fXZ9myZTRt2pT379+rHV+wYAEA3bt3VzsGikDf1dU1pUtMVWJiIj169ODUqVNUq1aNbdu2pTjVx9jYGFdXV8qVK6exzwCWlpYq/02JlVXS0x1N9cPCwmjdurXW848cOcKmTYotyEuUKMFff/2V6md+KleupEe7Kf17fcu2bduGt7e3xmPGxt/GHz1B+Bq0ZctRSh7cT+qsOdtK3yalWDW0AS4nHzHm30skppBCU8gYkWFRTHFaxh9tV+B1y0cqP7HpCn92XcuinzZJZYmJiZqayDJEgC8IX2jEiBH4+vpiaWnJxIkTU60/ceJETE1N8ff3Z9CgQWrH3dzcpLnjCxcuJHfu3Km2KZPJmDt3rsYR/Lt37wKKBdXaVKtWjerVq2s9npp//vmHw4cPo6enx6pVq3QK9kxNTZk+fbrW6UHKOfKa5sprqwuadxds3ry52qi+UkhICIMHD5baWb9+PSYmJql+Zkp9SD6VKLt4+/Ytv/zyi9bjuvw7CcL3QJfgXkkE+UJ6EVN0BOELeHh4SFNDnJ2dU52zDWBubk779u3ZsWMHx44d48qVK9SuXRtQPAZUBlH29vZ07txZ575Uq1ZN49xyCwsLoqOjGTduHFWqVKFQoUIaz2/QoIHOn5VcREQEU6dOBRTTZdJyo+Ds7MyDBw8+63PTokePHlqPjR49Gl9fX+l9WqbmfC9evXqFk5MTAQEBmd0VQcjS0hLcK2WX6TrZgamlCX+6jVKbotO8b20cqthjVzRp0XBWH9QQAb4gebp3gspCVuWCmNtru0plykW2L4/P5/X5f1Ksqyx/e2WDxoU2t9d1U1mUEx8dSmSAl8aFs/c3/5Rq35Rlya8jvRfZ/vdf0poDZZCui1q1arFjxw6pDeW5x48fl7Y0b9++vcbR6JRUqqS+KUqrVq3YsmULL168oEqVKqxZs0bjjcPChQvT9FlKW7duJSgoCICOHTum6VyZTEaFChU+63O/hsOHD7N582YASpYsqbJGITPEx8fzzz//sHnzZry8vIiJicHR0ZFx48bRqVMnlbpPnjxhyZIlbN68mYiICGJjY5k3bx4uLi4EBQXRrFkz1q5dq3W60OHDh/n777+5ffs2kZGRlCpVisGDBzN06FCVP1ynT5/mp59+ws9PsZju4sWLWFtbA9C5c2dcXFw0tn/x4kWmTp3KtWvXKFCgADNnztQ6TUwQsoPPCe6VvtUg39dD8fszLX/Pszplvvvk9PT0KFaxYCb05vOJAF+QWNpXxaJARenrt1c2AJDX0VkqS0yI4921rRjnsid3qWSLbG/sJDEuUqWusg2ZoalKedCTU0QH+5DX0VnlF4Kmzwt/e5cwn5vYlG1JDqv8KdaNCfUl8KG7ynXEfgyUUmqmh9OnT0vvy5Ytq/N55cuXl96fOXNGeq98GgBQpcrX2SVv9uzZHDlyhODgYAIDA+nSpQstW7Zk4cKFKv34XOnR54zw4cMHlak5GzZs+KypOV9LWFgY7dq1w9HRkSNHjpArVy4OHjzITz/9hLOzMzNnzmTq1Kn4+Pgwffp0tmzZQnx8vHRumzZtuHv3LsbGxnz8+JH9+/cTHh7OyZMn1T5r+vTpzJgxg+HD/8feeYc1kfRx/JuE3kGRoqLYAFEUsYC9Ye+9C/Zyemc579TzbK+9nfXsHTuoJ3ax10NEVIqAIqD03kPKvn/EbLKkkCglePN5nn1MZmZnZ5eYfGfmV2bjn3/+AY/Hw9y5czF79mzMmzcPenp6YLPZ6NmzJ86cOYNPnz7R57Rv3x73799Xei9nzpyBl5cXrKysIBAIEBUVhbFjx6JOnTpqTYQJhKrC94h7MfJEvqajY2KN4pwklX7Ps2KeIz8pvMLH+F+FCHwCjXXLkYwoOsV5achPCmdEwBHyi5H470nYtBzFiKIDiMJhSbcVl5WMoqNjbImYWxth03Ikw+s+M/oRDK2dGG0NbZyQExcE65YjGVF08r5+SUi3Lcr6grSwm4z7yE+JKleBL466AoBe1VQFaYdMaUfb4OBg+rWVlZXSPm7evIlBgwaBomRtNlu0aIGnT58CEJn63Lt3D/3796ft8G/evIk7d+7Ay8sLq1evho2NjcpjL4k6Y96/fz9+/vlnuWMePHgwTp8+/c3jUJe5c+ciMTERADBv3jy0bdu2wq4tj2nTpsHa2hp//fUXXTZo0CBkZmZi0qRJWL58Ofr06YOmTZvi4MGDcHFxwbx58+hzZ86ciZEjR4LD4WD9+vVYvHgxAgIC8P79ezg4SKJ9PHz4ECtXroSdnR3++usvaGmJfgb27duH27dvIykpCUuWLMHy5cu/6T4CAgIQFhaG6Oho1KpVC4mJiWjbti0+ffqEv//+mwh8wg+HOuL+aEAEXOspNgMsKfK9SonUU9lUb9wDCc+Pq/R7ztEz1miBf2HLLYxfMYCOhc8tKMaZ9ddhYW2KfjM70TvqoU8/4MGZQLTo7lSZwy0VzTYgIhA0HHHsdQBqrf4aGxvTr3NycujX0jbOOjo6UEbPnj2RmZmJFStWgMvlgsvlgsfj4eLFi3j8+DGjrYuLC968eYOZM2fS5hcCgQCHDh1Co0aNsH37drmiWxXUGfO0adNo52LxmHV1dfHw4UOF4j4uLg5mZmZKD0Xx/xXxzz//4OTJkwAABwcH/O9//1Pr/LLmzZs3OHv2LCZNmiRTJ+2fcfLkSejo6IDNZjNE+6pVqzBmzBjauVc6Z0BYWBijP3GIS1dXV1rcA6LP7/DhwwHgu6Iq2dra4uzZs6hVS7SdbWNjgwkTJsgdC4FQ1VF35f7ArXCs932ltI204+3mS6/LaKSE0gh98gF3fV7Q70Puv8eDsy9xcXsAMpMlv9N+W2/j5c1QPPJT/nesbIjAJxC+A+nwjHl5eSqfJ86WCjBX86UnCVlZWaX2o6enh99++40OSenk5ITevXvLdf4xNTXFnj178PLlS3Tu3Jkx7l9++QUjRoygE0upg7pjNjY2xp9//km/79ChA1q3bq2wvZ2dHbKyspQeY8aMUXm8GRkZdFZbsWlOZYd4vHTpEgBg+PDhMpOXNm3aQFdXF7q6uoiJiaHPkY4K1KhRI0Z/hoaGdPSlkp9LsUOxPP+OevXqAQCdsOtbcHJykunb1lZkXic9ISYQqjrqiPtHX7OeTu3hhFVnglQW+ZdefCqr4RJKoZaDFTwGSKwYGnvUR5P2DdBxREuY1ZAsynl6tYW9Sy249XCujGGqDDHRIdBkRNwFLy9N8v59AATFBUiPCKDLxE620mWAyK6eX5QtU84vykb6+wDoGEsc/cRt0t/flUltzc1OgJGNZNsr9/Obr+fchZ6ZxAY/+2vKa+nrFX3NXit9H9yvWfbKi1q1aiEtTXQt8b+qIL1qX7duXfq1nZ0d3r59C0DkRKkKLBYLZmZmyMvLg7m5eantXV1dce/ePVy+fBkLFizAhw8fAIgSYjk5OWHVqlUARDF+MzIy5PbB4XDoa9nZ2dGRcN6/f4+WLVuWOgbpSY0qYy5L5s6dSzuMLliwQCNMRsR/83///ReOjo4qnVNaBAfxxEsgYDqa29vbAwBjsiBGLMxr1KghU/c9iCcjYp8BAqGqczQgAgduhask7o/dfY8jAaLvc69ujrCxMMCqM0EAoPTciV0dEJeai3UXghW2qWyyP4mS26nye57zSbMT4U1eNwR1nCU6w8jcAPMPTZRp597PBe79XBD7ddKmqRCBT6BJC7uBtLAbMuUxtzbKlOXEBSEnLkiltkUZcXLLYwO2yZQJigvktk3896TcMctrq+g+yoOOHTvi9evXAERmFt26dVN+wleks8Z27dqVft2pUydcvXoVAPDgwQMsXbpUpf7E5hjqxF8fOHAgevbsifnz5+Pvv/8GAPz111/4/fffYWBggLi4OFoMlqROnTp0wqNOnTrRAv/BgwcYO3asyuNVd8zfy6VLl2jzE0dHR3oyU9mIdz6+fPmissD/VqZOnYoDBw7gzZs3eP36NZo3b07XBQWJ/k+rsyOiDt9qBkYgaBrqiPtZex+icxMb3H8n8vkRn6OKyO/Xqq5GC3yxTb06v+eEioEIfAJNw4FrGFF04u7vRl5SGBqP2k2XUQIegvcNQZ1u81DNQSJME1+eRXKwH5pPPcvo8/WBkSIn25Yj6bL093cRG7ANrtP9wJKa8YedmQ0j68aw6zybLsv98gZRl5fCeew+RhSdaP8VAIAG/VbQZdzsBIT6TGfcR0FqNCLOz/vGJ1I6w4YNw44dotTbjx49op0eSyMwULSSwWKxGDHax4wZgz/++APFxcW4d+8eEhISaPOGb8XLy4u2uy6Jnp4e9uzZg/T0dJw7dw65ubmIiIhQKxqOl5cXnZjrwoUL2LFjR6WbvMgjPT0dM2bMACCaVBw9elRjxinOn3D//n2lk0SBQPDdE6IWLVpg3759mD17Nry8vODj44MGDRrg/PnzOH36NNq0aUPnNSAQCPKZ2sNJZXE/ubsTPBysaIEPqCfyNRnrVmOQFHhKpd/z1NDriH+wpzKGqRZF+VzwuHwYWxgyyjOTc2BsYQgt7aqRyJDY4BNoWBxtsLV06IPF0QaboyNTBgDsEm3ZHG3ZMkXlX/soeT02R0fuGBSNTZW20l845UGHDh3oBFFXr16l48Erg8/n48KFCwBEEwTpOPA1a9bEzJkz6Xbr16//7jG+fv1aoamNmF9++YV+LTb9qFu3LiiKknuIV+8BoFWrVhg4cCAAUehJsdjXNObMmYPk5GQAItOcNm3aKG0fGhr6Xc6mpZGfn0/nHhA7zB48eJBhviVNXl4e5s+fXybXHjt2LDp27IiaNWvC09MT1tbW2LJlC1atWoX79++rlLCNQPgv49VN+U6btLj/a0o7sOTEtP99aAv8OcpNJZt8TYXNEa0Tq/R7ztb8NeWifC4W99yO+R02Ii5cMiF75PsKCzpuwo4ZEmsCTd+RJAKfQPhODh48CFNTUxQXF6sUWnD79u1ISkqCnZ0ddu/eLVO/bt06WvTv2bMHDx8+lGmjDnw+HwcOHFDaRmx7bWZmBmdn9R2H9u3bh5o1RWFMly9frrL/gDLEX56qfIlKt5HX/uLFi3SUHmk/A2UcP368XM1l9uzZQzsXDxgwAACQlJSEcePGMZywxSxevFipM7Kq8Pl8DBgwAB4eHrh69SoSEhKQmZmJ4OBgLF68WOGuhnjiV1RU9N1jIBB+ZEqKe2UJq34Ekf8jwePykZeZD6GAQm5mAV2emSQKEJCeKAkUQAQ+gfCD07BhQ1y4cAHGxsb4+++/4evrq7DttWvXsHTpUtSsWRP+/v5ys4zq6+vj7t27cHV1hUAgwMCBA0tNLFQaK1euVNrH/v37AQB//PEHtLXV3/WwsrLCw4cPUadOHeTl5cHT05N2HP1WMjMzAQC5ubmltpWO3lNyBTw9PZ3eFRGb5khHoJFHQkICDhw4oNZkRzoCUWkiODw8HHv37kX79qJ42O3bt0ePHj0AAFeuXEHLli1x8uRJvH79Gjdv3sSIESPw8OFDjBwpMXWTfi5cLlfhtQoLCxnvjxw5gtu3byMhIQFBQUGIiIjA+/fvERUVhU+fPinchRKHdg0LC0NaWhry8/Mxa9Ysuj4/Px8A5E5OFI2FQPjRUEfciyEiX3MwtjDEsgszMP/wRDi3rU+X95nWEbN3jsKCwxKn29ICHVQ2mr9fQqgwIv0WwcCyAf2+IDUaABB2WmJDJxSIfrxjbm1EcrCf0raAKIrOl2dHkBn9SLbtmdlgc3QY5QWp0YxEGJJ+f2JE0ZF3PXEUHen7EPIqZrWxe/fuePLkCby8vDBy5EjMmTMHM2fORMOGDUFRFEJDQ7Fv3z78/fff6N69Ow4dOkTHCZdH9erV8fDhQ6xZswbbtm1Dt27dMHjwYMyePRtubm4wMTFBfn4+nj9/joMHDyI+Ph5WVlYYN26c3P4KCwvRvXt3TJ8+HVOmTEGTJk3A4XDw4cMHrFu3DkeOHMHcuXOxYMGCb34G9erVQ2BgIP744w8cOnQILVu2xNixYzF9+nQ0bdoUBgYGyM7OxsOHD2kzHnt7ewwePJjRj1AohL+/Px0zPTMzE4cPH8bEiRPl2p8/e/YMDx48oN+LHYXFIn727Nm0ac6vv/6qdBU8Pz8fDx8+xIIFC1CjRg21bPTFScQAUZx9BwcHmXCRaWlp+Oeff/Dbb79h6NChjB+IkydPwtPTEyEhIXj79i3Gjx9P11lbW+PBgwd03HqBQECH1gSA8+fPM/72r1+/ppN4Xb58GZMmTaKfh3jycfDgQRw8eFDuvTRq1Ahr167F0KFD6TJ3d3cAoolF/fr1wWaz6VwCb9++pR2t79y5g0WLFtGJ33g8Hp3xOSUlBY8ePUKHDh2UPksCoSryLeJeTFW1yU94fhyAer/nmo6dk2ziRy1tjsaHxSyJZk8/CBWKjok1dExt6IMulyrTMxWZYbC19Eptq6icrSUSTXqmNUvvw8QaAKBfrU6pbfWr1ZG5D20j2RXy8qJp06Z4+fIlzp8/j5SUFPTu3RsWFhaoVq0ahg4dCi6Xi9u3b+PmzZtKxb0YIyMjrFu3Dh8/fsTOnTvB5XIxffp01KlTB6ampqhduzZ++eUXaGtr4+zZs/j06ROmTJki00/jxo0RExOD69evw9DQEFOnToWNjQ2MjY3RoUMHZGZm4vbt29i+fft3PwNLS0vs27cPERERWLNmDT5//oyxY8fC1tYWZmZmqFevHlasWIHatWvj2rVriIyMpO33AeDUqVMwMDDAwIEDGeEdJ0+eDAMDA4ZPwvPnz2FgYIC2bdsy4quvWLECRkZGmDVrFgICAnD2rMTxe/fu3QqTZZmamsLIyAh9+vRBeHg4XFwkDueKKCwsxI0bN7Bs2TJGoq7ffvsNurq6MDU1pfvW1dWFpaUlJk+ejLS0NIZ4Fj+7p0+fYuXKlXBwcICOjg6srKzg7e2NwMBAOtZ9TEwM9PX1cfjwYfrc8ePHQ19fH1wuF82aNYOrqyu9kn7z5k0YGRnhzp07AICffvoJU6dOhb29PerUqQMTExOZXZvIyEgMHz4cz58/p8s8PDywfv16mJubo1q1atizZw/69u2LSZMmwcXFhV6dDwwMRLVq1bB8+XL673nixAm6n44dO2LQoEGlPlsCoSrxPeJeTFVcyRf/nhtZN4ahtRN9iJEuE/+eEyoGFqXpRkT/YXJycmBqaors7GyYmJiofF5RURFiYmJgb29f6gpkXFwcHBwcUVT0426d6+rqITLyPezs7Cp7KARCpRMREQFvb2/cvn2bTpAmRigUoqCgAB8+fMCMGTPQtm1bbNmypZJGSiiJOt/thPLh1atXcHNzw5MNg+FarzoA1cT9mUfRmLTjHhYPc8WykcpzhUgn0Orpaod2v11EUFCQWtHNyhvxc7B1n4CE58fRYtYVsLUkK/hhp2fD0NoJdbr8RJelvL2KuHs7NPZePAY0w4jfesG0uuh7kc8T4Nr+hzC3NkUHqR2V2NAEPL38Go5t7LFz1qkKvR91dCEx0fmPY2dnh/fvI9RK0lTVqF69OhH3BAJE5jX9+/fHqlWrZMQ9ILIpNTIyQrNmzTBmzBiG2RGBQJBF3ZX7dReCYWdpjIldHRS2kTbXScwoUNiOULY8+ycEptWNMOK3XgCA13cjcGmHyLywSfsGMLcSCeqTq/zx4XU8Ej6kVtpYVYEIfALs7OyIACYQ/gNs2LAB0dHRpToZFxcX4+TJk2VitkUg/KioI+5DYkSLaIPa1MWsvaLIaKqKfELFYGxhiKadGtHv67nUgk19S1SzMWXExG/dpynSvmTBsbU9Qh9rrl8BEfgEAoHwHyE8XOTwNmnSJMTFxWHkyJGwsZH4tAgEAjx9+hS///472rdvTzvWEggEJv6Bn7DeN1glcX89KA67roqiii0c1BzVTfRVFvmJGQU4cCtcYZvKpiA5CoAoKaV03pmC1GgIBcXI+RwiKUuJqvDxqcP8gxNQx1kSzMPCxhRrrs2Vaec50QOeEz0QG5oA3623K3KIakEEPoFAIPxHWLduHd69e4fIyEjMmzcP8+bNg4WFBczNzSEQCJCUlASBQICVK1di8eLFlT1cAkFjWXchGFM8VRP3ozffhkudagiOSQeLzcJfU9oBgEoi36ubo0YL/KyYZwCAqMtLZeqKMuIQ6beooodE+AoR+AQCgfAfoVGjRnj79i2OHj2KCxcu4PXr18jMzIRAIIC9vT2GDRuG2bNno27dupU9VAJBoxnUpq7K4r6na230b1UH0/aIBD1bTZGvyVR37o200OtwHruPsYIfdvonGNk4wa6zJJR1WvgdJAWeqoxhqoU4Y3vJOPdCgRBsTtUJPkkEPoFAIPyH0NHRwbRp0zBt2rTKHgqBUGVZOKi5yuL+xLxu8Hsew6j/UUS+jrEoFLWuqS0jio6emS10TW2hZ1ZT0taoeoWPT114XB5WDvkbWSm5+OPcdFjbi8YcdDsMf/98Fm36NcXUjcMAaH4mWyLwCQQCgUAgENSApYa419GWTdAH/Dgi/0eiIJeLhGhRdJykmDRa4H96+wVCgRBRL2PptkTgEwgEAoFAIPwHUFXciyEiX7MwrW6E+QcnIDMlFy6dJRF1+kzrCJNqRnByt6fLSprwaBpE4BMIBAKBQCB8J+qKezFVWeQnPD8OAIj2XyETRacgNRrFeZJY8Tnxryt6eN9Ekw4NZcr0jXThOdGjEkbz7RCBTyAQCAQCgfAdfKu4F1OVRT5BMyECn0AgEAgEAuEbUUfcPw1Pgms9+c6m8kS+S91qZT/gMsTWfQISnh9Hg34rGE62Yadnw9DaCXW6/ESXpby9irh7OypjmCrx3P8NatSpBn0jUSJAoVCIJxdfw7yGMWNVPzU+E6/uhKGWg1VlDVUliMAnEAgEAoFA+AbUXblffOI56lmboLeb/OzxJUX+70Ndy3zMBPncPPwEWtocDJ3vCQB4cz8SR5ZcBABse/IbTKsbAQAOLfZDZOAnNO0ka8qjSWi2hwCBQCAQCASCBqKOuP+YlA0A8HCwwujNt3E9KE5hW7HIn9zdCesuBJf5uAnyYbFZqNtUEtbT2r46DEz0YNvAEgbGunR5Qzc7sFgs1HawroxhqgxZwScQCAQCgUBQg6fhSVh68oVK4j4wKgWbL4YAAFaPbY0tl0IwevNtnF7oWepKflpOIS69+FQet1AmFOeKnGi52QkMJ9uirARo6ZuiKOuLpG1eWoWPTx3+ODcN9k1r0e+t7atjx4vFYLFYYLEkYVGHzvPE4LndEB+RhGv7H1XGUFWCCHwCgUAgEAgENVh84jl6t7BTSdz3X30NtaoZIjopB9paHJyY1w3jtwWoJPIXDmqu0QI/LfQ6ACDUZ7pMXU5cEN4dn1TRQ/pm5IW9VBQKsypktCUCn0AgEAgEAkENPBysVBb3je0sMKFLI8zaK1rt1dFWXeQrS6ilCZjZeyAr5hkaDlzDWMGP9FsEPQs72HWWONlmvL9HTwgI5c93C/z379/j0aNHSElJgYmJCVq2bInWrVurlQDg9evXePDgAfh8Ppo1a4auXbuqnUDgyZMnePbsGbS1tdG6dWt4eKgXr1QoFOLOnTsIDg6GsbEx2rdvDxcXF7X6KC4uxvXr1xEeHg4LCwt069YN9evXV6sPAoFAIBAIms3qsa1VFveXl/bC1ZdMm3t1RL4mY2DVEFkxz2Bc04URRcfAsgEMrZ1gUqsZXVaU+RnQcIHP5wmwfcZJZCRmY8HhibCwNgUAhD//iIOLfOExsBmGLehRyaNUjW/eY0hMTES/fv3g6OiIqVOnYunSpZgzZw48PDzQrFkzPHnypNQ+kpOT0bdvX7i5ueH69et4/fo1Ro4cCWdnZwQFBak0jqioKHh4eKB79+549OgRnj17hu7du8PDwwPR0dEq9fHvv//C2dkZw4cPR1BQEG7duoWWLVuiX79+SE5OVqmP69evo169epg2bRrevn0LX19fNGrUCN7e3sjLy1OpDwKBQCAQCJqPtpbq4t5YX0duO7HI7+lau1THW0LFkJuRj9DH0Uj8kIqYN5/p8jcPIpGZnINnl0PoMqFQWBlDVJlvWsFPTEyEh4cHYmNjYW9vj8aNGyM/Px/Pnj0Dl8vFu3fv0KVLF/j6+qJ///5y+4iLi0OHDh2QmJiIa9euoWfPngCAtLQ0tGvXDh07dsTNmzfRvn17heMIDg5G165dAYhW8Fu0aAEA+PDhAzw8PNC2bVs8fPgQjo6OCvu4ceMGBg0aBBsbGwQHB6NevXoARKK/U6dO6NChAx4+fAhra8Xe0ocOHcK0adPg6uqK69evw9LSEgBw+fJlDB48GO/fv8ft27dhaGio5KlWHnFxcUhL02znl++hevXqsLOreisjBAKBQKhaqCruxfwoK/k/CuZWJvBeOxiZSdlo1kWiHXtNbg8WgKadGtFl6lqaVDTfJPBnzpwJALh69Sr69OlDlycmJsLb2xs3b94Ej8fD2LFj8f79e9jY2DDO5/F4GDBgAOLi4rB06VJa3AMiMbZ79254enpi0KBBCA8PpwWzNJmZmejXrx+ysrJw4MABWtwDQP369bF27VpMnToVAwcOREhICPT09GT6+PjxI4YPHw4ul4sDBw7Q4h4AWrdujQULFmDNmjUYNWoU7t27x/CiFvP06VNMny5yLvHx8WGMdeDAgRgzZgx8fHwwc+ZMHD9+vNRnW9HExcXB0ckRhQWFlT2UckPfQB8R4RFE5BMIckhKSkLnzp3BYrFw//59WFlpdvKWb+W/cp+EykNdcS+mKov8pJfnAABx93czbPALUqNRkMq0osiODazQsX0rHYa2kCkzrW6EEb/1qoTRfDtqC/z379/j+fPnePLkiYx9uY2NDf755x+0a9cOL1++RG5uLnbs2IF169Yx2m3btg0hISFgs9mYM2eOzDW6d++Ohg0bIioqCr/88gt8fHxk2ixduhQJCQkwNzfHxIkTZerHjRuH+fPnIzIyEqtXr8aaNWtk2vz000/Iy8uDs7MzunfvLlM/Y8YMrF27Fg8ePMDBgwcxdepURr1QKMS0adMgEAjQt29fODjIppWeOXMmfHx8cOLECYwfPx6enp4ybSqTtLQ0FBYUYuqmYbCtLzuRquokfEjFgV8vIC0trVwFvlAoxOHDh3H06FG8ffsWbDYbNWrUQKdOndC/f3/Ur18fy5Ytg6+vL32OiYkJcnNzZfpisVho0qQJ3rx5Q5e5uroiJCQEFEXJtDcxMUF2djajLDExERs3boS/vz+SkpKgp6eHhg0bonfv3ujbty/evHmDvLw8/PTTTzL9SfPu3TucOHECt27dQkJCAgoLC1GtWjW0bt0aI0eOxODBg+VOfBXx8eNHHD16FLdv30ZERAQEAgEsLS3RoEEDjBgxAsOHD4ehoSHc3Nxw//59mJmZqdTv3bt3cfnyZfj7++Pjx48qj6dTp064f/++yu1/RJ48eYL3798DAB4/foyhQ4dW8ohkkf6M6enpQVdXFJM6Ly8PAoEALBYLJiYmAACBQMAwiwwODkbz5s2rxH0Sqi7fKu7FVFWRL+QXAQDyksLA5sjec35SOP26OCepwsZF+AaBf/nyZaxcuVKh86iOjg7WrVtHC9l79+4x6ouKirBp0yYAgJubm8JVlF69eiEqKgpnzpzB2rVrUadOHbouISEBhw4dAiCaDGhra8ucr6enh86dO+PKlSvYtWsXlixZwjCRefnyJa5fFzl7SO9CSFOrVi00adIEb9++xcaNGzFlyhTGD42fnx9CQ0OV9uHu7g4zMzNkZWVh/fr1GifwxdjWt0QdZ9vKHkaVpKioCIMGDcK///6LrVu3YujQoTAyMkJUVBQOHTqEoUOHgsfjwc3NjXFeTk4O4uPjMXToUAQGilY2OnfujPPnz6N6dWYq8+DgYKSmpmLixIn057ZVq1a4ePEiatasyWgbGBiIPn36wMHBAWfOnEHz5s3B4/Hw6NEjrFu3Dn/++ScAYOfOnQrvqaCgAL/88guOHDmC8ePH48iRI3BxcQFFUYiMjMTevXsxcuRItGjRAkePHoWTk5PSZ5Sfn4/ff/8de/fuhaOjI+bPn4+ePXvCxsYGFEUhJCQEBw4cwPz581GjRg2V/WfEdO3aFV27dsWff/6JGjVqQCgUokOHDrh165ZM28LCQoSFhdE7kf91evXqhUGDBtGvNZUJEyZg06ZNqFGjBl3WuXNnPHjwAHZ2dvj06RNdnp6eji1btjAWl6rKfRKqHuqI+7C4DLjWqy63Tp7ItzY3KK9hlwm27hOQ8Pw4Go/azXCyDTs9G4bWTqjTRbKIlPL2KuLu7aiMYapE2LMPqNnIClpSztOhTz/A2NwAdk4SS5S8zAKEPfsAcyuTyhimyqhtQNSoUSN4eXkpbdO5c2faJCYrK4tR5+/vT9t7t2zZUmEfbdq0ASBZGZXm1KlTKC4uVrmPnJwcnDt3jlF39OhR+rUqfURHR8us9KnSB4fDoevu3buHDx8+KLwWoWqycOFC3Lx5Ez4+PvDy8oKxsTFYLBYaNWqEDRs24MGDB9DX15d7bu3atTFmzBj6/c8//ywj7sVYWloydpHGjh0rI+5zc3MxcOBAmJiY4MaNG3BzcwOHw4Genh48PT0REBCAefPmKb2flJQUdOzYEQcOHMCePXtw+PBhNG/eHGw2GxwOB05OTti+fTv8/PwQEhKCdu3a4fHjxwr7S0tLQ8eOHbFr1y6MHz8ewcHB8Pb2hq2tLVgsFthsNlxdXbFnzx74+fkhISFB6fiUUa1aNdpMjs1mQ09PT+YwNzdHu3btcOrUKbV2H6oyAoFA4fe2oaEhLl68iIsXL2qsn5CTkxOOHDnCEPfKqFatGtauXYthw4bRZVXhPglVD3VX7n85+ASBUSkK60s63j4NJ6veFcX5Tbdwbf9D+n3o0w/YOukYVg/bi9yMfLp8/8Lz2DvvHG4eKT2YTGWitsAfNGgQvT2qCC0tLZibmwMAbG2Zq8LXrl2jX0vbvJdE2jH2zp07GtdHcXExAgIC1OqDoijcvXtXYbvK5N9rb2XKBHwBNow/hEkOy7B+7EEI+AKZNvfPBmKSwzJMcliG5Nh0mfqU+Ay6PuDk80q5RnmSnZ2NAwcOwNTUFL1795bbxsPDA6tWrVLYh9i0oORreZiamipte/LkSTrClZGRkUw9i8XC5s2b0bRpU7n983g8DBkyBEFBQRg3bpyMWZo0/fv3x6JFi5CZmYmBAwciJiZGpg2fz8egQYPw6tUrtGrVCgcOHICWluKNw27duindWVAFef428mjSpAkaNGjwXdeqKpw6dYqxwl3VGDx48Dc5tA0fPrwcRkMgiFBH3CdnigRiPWsT9F99TWWRv/hExf6m/dcxt5b8xhqbG4DNYcHI3BDaupLfLQtbMwAiu3xNptxcgDMyMgCInFWlefHiBf26du3aCs+XdswNDg4Gn88HIBLJ//77r9p9iE0gACA1NZUhRr6lj5CQEBQViWzP9PX1Fa66KutDk7h+8DGC74QzyhZ23oz3/34CAES+jMVv3bcx6l/eDMXxP/+h3y/u8Rd4XB79nsfl4Xepc3xWX62Ua5QnERERKC4uRn5+PtLTZScfYqZOnSrXlAxgeuKXJmKk6+WtPovt9uPiFIdbY7PZmDFjhty6//3vf3jy5AlYLJbSSYmYxYsXw8LCAhkZGXJ9YbZu3UqHzN2wYQM4HMWh5cR4e3ujWbNmpbYrC3777bcKuU5l8uXLFyxYsKCyh/FdfOv4xaGcCYSyJiwuQ2VxH5WQhQ2+rwEAWye3RWM7C5VFvoeDZjuDCwVftZmAByG/WHIIimXKKCG/kkernHkHJjAcbO2cbLD10SKsu/kz9AwlC9sTVvTH5gcL0WGYm7xuNIZyEfihoaHgcrkAgNGjR9PlFEUxHOBKru5LI+1cV1hYSG/bJyUlIT9fslWiah8fPnygHRSl7Xu1tLSUbvtK9yF9nvTrklGCVO1D0zi78QbjfXaqyFHtUIRI6GUkMh05L/4l2tHYGDAfTdqLVkITP0rCbSbGiF47t2+ATfcWVNo1yhNjY2MAopVqb29v+nNfElNT0woRreLxXL58Wa5zupiOHTvKlGVkZGDbNtFkqV27drC3ty/1evr6+rQZxKNHj3D79m26Lj8/Hxs2bAAAWFtbo0uXLirdA4vFqjD7+B99BT82Nhaenp5ITU2t7KF8FxYWFt90noGBgco7OgSCOvxy8InK4r7XiqvQ1xEtbhjoauPy0l4qi/zVY1srrNcEkgJPAQCC9w3Bqz396aMoIw5pYTcYZfEP9lTyaJVjUk3WdM/YwpAh7gGAzWHDwtpU4008y0XgX7p0CQDQo0cPhqjJysqiV70ByDUhEFPSDEhsy5+UxLRHU7UPoVBIRyyR7sPAwEDpH0m6D2l/Auk+lI1BWR+aRtOOjeSWT3b8U265k4fI0XpRt61491g0cbGQ2t4yqyEyIQl9HI1fu2yp9GuUB46OjrQD+JUrV+Du7o6QkBC5bffu3Vvu4xE7D1IUhXHjxmHOnDlyE601adJEJoLOpUuX6P8j7u7uKl9TWrifPHmSfn3x4kV6J69HD/Uy/40bN46erJQH+/btkzFZ8fDwAIvFYhxaWlrIzs5GQkICOBwOo1zeZC48PBwTJkyAvb09dHV1YWdnh59++gkpKfJ/xLlcLrZt2wY3NzdYWFigRo0a6NatG8Mc8Oeffwabzaav3blzZ7ouISEBWlpajDGL7+vu3bvo1KkTvajy+PFjmJmZwczMDJMnT6b7CA4OxsyZM2FqaqrQjCchIQG///47nJycYGZmBisrKwwYMIAxoZPm8+fP+P3332FhYYFPnz6Boijs3r0bDg4OMDQ0RPfu3St8sUPZfRYVFWHfvn1o1KgR7Vv18uVLdOnSBQYGBnBwcMDp06fp9snJyZg+fTqsrKxgYmKCkSNHIjMzU+51KYqCj48POnXqhBo1asDAwAAtW7bEwYMHy+tWCRVAPWsTlcW9qYEOFg1xpcuN9XVUFvnKEmppAobWogALdbrNg32PRfQBABwdA0aZmb1HZQ71P0eZC/zi4mLs2bMHWlpa2LhxI6OuoKCA8d7AQHXv8JycnHLp41vOL6s+SsLlcpGTk8M4KgqOFhujlzBtyNdcn6v0/Zg/mJGDBs3pCiMpj38TC0MM+Eki/rS0OZVyjfKEzWZj586d9CTx9evXaNmyJebMmVMpycO6du3KcCzctWsXnJyccPz4cbkhNqWRFpXOzs4qX1O6rbRfinR/0nkqVMHQ0FDGnIfL5SI/P7/UQ3yfAoEA+fn5coX4u3fvZMqePn2KS5cuMSbsr169gqmpKWxtbXH+/HkAwLRp05CdnS2zCHHu3DkMGTIEXl5eiI6OxqdPn9CuXTvs3r0brVq1wpcvXxjtk5KS0LZtW1y4cAEnTpxAeno6bt++jaCgIHh6etLRxrZv346kpCS4uLjIjNnW1hbFxcVYvXq1TF3Xrl3x6dMn/P777wCA9u3bIysrC1lZWTh06BCys7MxZswYdOnSBXv37lX4ffPkyRM0b94c6enpePToEbKysnDmzBmEhISgR48eWLhwId02Ozsbc+bMgaOjIzZs2IDMzEzweDwMHz4cixYtQm5uLgoKChAQEIB+/frRppflSWn3uWnTJtSpUwczZsxAVFQUAODIkSNo3749oqOjUVRUhMjISIwdOxYBAQH48OEDWrVqBV9fX/D5fOTm5uLcuXMYOXKkzLV5PB5GjBgBf39/+Pj4ICUlBTdu3EBqaiqmTp3KmGgRqhZbJ7dVWdxfW94XpkbM7wt1RL4mY1q3FQCgmkNXVHPsRh8Glg1g4dCNUWbyta0mIxQIcXTZZWydfAx5mRKdFxuagDUj9+P2sWeVODr1KHOBv2vXLiQkJODXX3+VMUko+YOtyCYZAB0lR4yOjk659KHs/JJ9iM8vqz5Ksm7dOpiamtKHMt+AsuaPc9Nl7L9t6lni8PvVOBi2Eoffr4ZNPWacfDabTdcfiljFENpiBs3pikMRq3AwbCX2v1tRKdcob/r37w8fHx86Ug6fz8euXbtQv359rFu3jrFrVRGcPHmSITY+f/6MiRMnokWLFgwBXhJpvxSxk7wqSH9Ov3z5Qn/ew8LC6HJlPiqqIM6QHR4eXurB44l8NAoKChAeHs4wGeTz+bh16xaOHTsmcw0Wi4WBAwfixIkTdNmVK1fo176+vhg2bBj27t0rE4UlJCQE3t7eOHfuHLp27QoOhwMbGxucOHEC9evXR1xcHMPsiM/nY/DgwUhMTMT169fRuHFjsFgsNGvWjHbW/uOPP+gdlRo1aqBfv35ynw2bzf4mZ1JTU1OcOnWKsTJdkuTkZAwaNAj16tXD/v376b9jly5dcPXqVWhra2PLli3Yvn07AJGJ2JYtWxg7OQsWLEDnzp2RkZGBhIQE+nrv379X+nksK0q7zwkTJuDu3bv0JP3ixYt48+YN4uPjER8fj/DwcFhbW4OiKKxZswYzZszA/v37kZqaivT0dDoUpzi3gzTLli3Dly9f4OPjg1q1agEQmceJdwkOHz4MPz+/crpzQnlioKv4d7+kuFcU6vJHEfk/ElkpuXh47iXePY5G+HOJSfnTy6/x4XU8rh14RJcJhcLKGKLKlKkSiouLw/Lly+Hu7i7XQa/klrsy4VOyThwx5Hv6EJ8r3Udp4ku6XjpqSVn0UZLFixcjOzubPuLj45X2W1GwOaU4fnLYSs2cWCyWSn2U9zXKk9GjR+P169fo2rUrXZaTk4MlS5agcePGCk0ZStKvXz/ajELeoUjkSaOrq4szZ87g5MmTjDwTr1+/Rvfu3TFs2DAkJyfLnCftJFya2Zk0JduK+5E2Wfhegc/n80FRFLQ5bGixWahnZQLHWmZyD+2vn4OQkBB06dIFnTp1gpWVFczMzKCjo4OePXvKTTAmZtCgQXQCvlWrViEsLAy+vr4ICgrCkSNH5H4OV61aBRcXF5noRFpaWnSY3KtXr9LP5OTJk3j+/Dm8vb1lvhNGjRoFbW1tWFlZMRYPlC0klBbZTBnKfC2WLl2KtLQ0eHt7y9x3kyZN6NCby5YtQ3Z2NthsNnR0dBhJ/3766Sf89NNP9BhHjRpF+y1JTwLLG0X3aWVlBWdnZ1SrVg2AKOTxtm3b6HCrDg4O8Pb2BiByYj9z5gx69epFP4/58+fT9xYeLnHwT01Nxfbt2zFx4kSZRQcPD4mpgvSEklD1UVXciyEiX7MwtzbB4J+7odPIlnDpJDH37TbOHa37NmVYCFT0YqK6lNnoeDweRo8eDVNTU1y4cEFuKDxDQ0PGyqC0s2xJxLa7YsRZSMWrIOr2YWlpSa+wSq84Kju/ZB/SmVDLoo+S6OrqwsTEhHEQqg6NGjVCQEAALly4wEgEFxMTg549e9IOrMrw9/enzSjkHf7+/iqPZ+zYsYiMjMSiRYsYAtDX1xctWrSQEVfSk9bCwkKVr1PSzELs1Cjt3CheVf9e6tQwhhaHjfi0PLBZLBjoaMkcYh3ark1LPH/yCPfu3cOXL1+QlZWFwsJCXLhwoVTHy40bN6JJkyYoLi7G+PHjMXfuXJw/f17uxKe4uBjXrl1DUFCQ3EnZlStXoKurC21tbToPhtgBulUr2S3rgQMHIicnBx8/fqwQB1FFk4P8/HycOXMGANC8eXO5bcQ5HHJzc2nfq5J9Nmok6xMj/v6U5x9SXpQ2CZL3+yCmbt26AESTWfFEQIyOjg5dJn0/169fR1FRERYsWCDzmbC2toauri50dXWrdPhSAhN1xb2Yqizy08JEyQQTX55FYuAZ+ihIjUbq2yuMsvRw1Ra6KhMWi4X+szpj4qqB0DWQWFzUsLPAjK0j0LqP/BDTmkiZCfyFCxfi7du3uHLlikzyHWmaNGlCvy5pkyqNdNQHe3t72s69pOmKqn1IX9fR0ZGegBQUFCh1fFXUh6r3oawPTSTk/ntc3B6AtM/yHcZS4zNxYcsthD6R7yDHK+bjxuEnuH38GXjF8u1rK/IamckV58cgZujQoQgLC8OmTZvoSRpFUZg/f36FmCRIY2Jigg0bNiAiIoJhm5+QkIDBgwczdpesra3p19nZzGhGypC2aTYwMKCjRklHuFLkZKoKPB4PaWlpXyc5mTDXFSAnOwv/hn5CcnqWwvNYLKB2daYpja6uLoYOHYpx48Ypvaaenh5OnToFXV1dvHr1Cn379lWYOyAqKgpFRUUYMmSI3ElZfn4+ioqKUFRURK/mBwcHA1C8U6Knp6c0X0BZomhn7NWrV/TihXQkMGlatmzJ8D8RU9rKllhMCwSyeS/Ki9IiXigbszLTSkCyuyJ9P2/finKLXLhwQe7nQvyZEH8WCFWbbxX3YqqqyC/OEQUcSQ72YxxipMvykyouhDWhjAT+jh07sHfvXly8eBGurq5K20pHgJAOmVkS6boOHTqUaR86OjqMLdJv6aNevXr0anx2drbMjoMqfWgaGyccxvbpJ3Flz30s6rYVES+YiYtCn0Tjt+5bcW3/I2yZdAxbJzPtmHnFfExvuhLnNtzA6TXXML3pSvBLCPCKvsaOmYpDRZYnOjo6WLhwIcLDw9GuXTu6XGyvW9HUrVsX58+fx5UrV+iV+sjISFy4cIFuIy1gpU0NSiM2NpZ+3bp1a1pIibNAA6CdF7+FJ0+eoG7duvD09IR9kzao5dQKHbt0Q5du3dF/9BQU8RSLRDZbvqgr7XsKED2Pvn37AgCOHz9O5xgoiXiBoLSJvjTiCVRlOGKrivT9KNrRMTIyoj9PikLE/lf5ls8FoWqijriPT1VsHlgVRb6t+wQAQPOpZ9F82jn6MLBsAMum/Rlldl3mltJb5RIfmSwTjOJLdAoykpgLXsVFPES/iqvQBYpv4bsFvq+vLxYsWIDjx4+jW7dupbYfMmQI/TooKEhhu9DQUPq19MpjZfWhra2NgQMHMuoGDx6sUh9iU4gaNWrIjT+uCQiFQlpse/1PdJ8bJxxmtNkySSS2vdcMAgC8exzNcDK5f0aUxKtes1qwdxGZUgX4SBKbVdY1ypO0tDRGFJGS2Nra4ubNm3SmY+kkbeXB5s2b5UaIEdOvXz+cPXuWfi89HunPszoJ2V69ekW/lnb2lP4/J505uixhAYhKyFYq8uUxa9Ys2uxCEX5+fnQceS6Xi7Fjx8r1txHvLgYFBSm17Zf+MRCL4mfPlEdkUJY8rbyRdiSWl6VYjPj+KzIoQFVA/Fzu37+vtJ2miwSCctRduf9p32NEJWQprC8p8sPiFC8eEsqWw7/7MaLkRL+Kw5/9dmFp7x0oyJEschxYdAFrRx/AneOanWX4uwT+1atXMWbMGGzfvl1uiDAx0jOi5s2b0yL3/v37CkP3PX36FIBopVwcVUJM//79acF09+5dhdcV99GxY0eZ7XUvLy/afEJRH0VFRbR4GT16tEyylZ9++omOpqOoj9jYWHoFZ8aMGSpl8qx8lG9lK/qbCfjCr/WSMo7CGL6Vf42yQtlnEBAJpSlTpgCoGKec0sbTu3dv2i5aejytW7emba3v3buncnIkcRSQGjVqYPz48XS5i4sLevbsCUDknKhsElySnJwceiLSuXNn5OXlITAwELmJURCkx9DH4+vnwGGzvknki4mJiZEJnRgZGYl58+bh/PnzOHr0KKpVq4Z3795h8eLFMuc3aNAAHA4HhYWF+PvvvxVeZ+PGjfROhpOTKHb0mTNnFPrwXLp0Cffu3aPfi012SovcUFo4VFVxc5NkaXz8+LHCduJJjbSDOQG0o/GFCxcYu1zSCIVCTJ8+vSKHRShD1BH32XmiHS4jPS30WnFVZZH/y8EnZT1swn+Eb1Ybt2/fxtChQ7F8+XLMmjVLYTs+n4+BAwcy7NzXrl0LNpuNhIQEPHr0SOacpKQk+gdlzZo1MraoHA4Ha9asAQC8ePFCrpPSy5cv8enTJ7BYLLlmEWZmZvSP9dWrV+U6e/n7+6OoqAj6+vpYvny5TH2DBg1o4Xb+/Hm5P7zi2NlWVlaYN2+eTL2mwGaz4fw1U+zRPy4BABYcnshos+j4pK/1lwEATu71GAKx2ziRSUbMm8+IefMZANB5ZMtKv0Z5ExwcjBcvXihtIzZbad++vUydtCArTZyp0nbfvn2likB542GxWNi7dy/YbDZ4PB7++usvpX0AIjtjcbz7bdu2yUS52r17Nz2RnjFjhkqrlQKBAD///LPcZ1USbQ4bDW1Nv1nkCwQCzJo1i5HLoqCgAMOGDcPOnTthb28PW1tb7N+/H4AoJr10fH9AtBovNhtcvnw5Q5SLiYqKwuXLl+nMueLdwJSUFPz6668y7ZOSkvDnn3/SicvE1xHXlURaQJYMDyz+/6NuuFZbW1t0794dgGgiUrJfAIiPj0d+fj4aN27MMMmqKMT/B8pqUlOW9OnTBxwOB0VFRRgxYoRcv5Zt27aplDGaoHnEp+aqLO6TMguw0U/ka7FjWgeYGuioLPLrWZNgGxXF5A1D4DlRYr7doIUdVvn/hDXX58LARJ8un7pxGJacmYruE1RPCFkZfJPAv3btGgYMGIAhQ4ZgyJAhiIiIYBzh4eF49eoVzp8/j86dO8PIyIjhpNWuXTssWiTKdLZq1SqZL+elS5eCz+djzJgxGDVqlNwxjBo1CqNGjQJFUTIhOYVCIZYsWQJAFHqybdu2cvv49ddf0a5dO+Tm5mLr1q2MusLCQqxcuRKA6EddvGNQks2bN6NBgwb48OEDI/YzIHKu3bJlCzgcDo4cOaLQUU1TWHBoIhYcnoi+0ztiY8B8OLdrwKh3bGOPjQHz0X9WZ/yyfzx+PebNqNfW0cL+t8sx5o++GPl7L+x/uxxaOszJWUVfY+7fY7/3sajEuHHjFNraFhYW4uTJk9DS0sKyZctk6qXDSSoz8QCYmZAVJSYKCwvD3LlzFYr8Bw8eIDIyEs2bN2eY5QAiu3mxsN+8ebPSVfeCggJMmjQJQqEQ8+fPpyOqSFO/fn1cuXIF+vr6ePnyJQYOHKg0cgqXy8X06dMxadIkpc760siIfK5IiKoymfjtt9/QqFEjxiLCpEmT0K1bNwwYMIAuGzJkCEaOHAmKojBhwgSZMKMrVojyLxQVFaFnz5745Zdf8OjRI7x8+RK7du1Cp06dsGDBAnpiNX36dPr+/v77bwwdOhR37txBYGAgdu3aBVdXV4wcOZLhhOvo6AhANFkQ+07weDzs37+f8R0YFhbG+E4VTwzCwsKQlpaG/Px8xqKMdNK+krb2W7ZsgY6ODhISEmS+IwFRNCAWi4Xdu3czyqU/x8ps89WJ1iQP8f8dVTKEK7tP6TJ54xVHipI3yQEknzXpfuvWrUsnsvr333/RvHlz7Nu3D8HBwbh//z5mzJiBbdu20SFZCVWLn/Y9Vlnc91l5FYXFos9INRM9UeIrFUX+1sny9YumkPD8OADg9YGReL1/BH2Io+hIl8Xd21HJo1VOrYZWMs74NRvUgIW1KaNMR08bDVztNN4iQ22B7+vri0GDBqGoqAinT5+Gk5OTzNG4cWO4ublhxIgRePLkidxsff/73/8wffp0BAQEYPz48QgLC0NISAjGjh2Lw4cPw8vLC0eOHFE6lsOHD6N///44cuQIFixYgOjoaDx//hy9e/fGnTt3sHjxYvzvf/9TeD6Hw8Hly5fRpk0brFy5Ehs2bEBMTAzu3r2Ljh07IjIyEjt37sTUqVMV9mFkZIRbt26hYcOGmDlzJg4ePIjY2FhcvnwZ7dq1Q15eHs6ePStjZqRpJHxIRWxoAozMDNCypzPyswsRG5ogc+RnF6JFdyeYVjeSW/8lKgUNW9jBsbU9vkSlyG1TkdcozKsYx7/o6Gg0adIEGzZswKdPn0BRFLhcLp4+fQpPT09ER0fj2LFjMquccXFxjInhoUOHFNpdp6en0yvJgEhcKcqVsHv3brRt2xa+vr70RCAjIwP79+/HkCFD4OTkhCtXrsj9gpozZw727NkDNpuNXr164fr163Lvt0ePHnj16hVWrFiBLVu2KHw2HTt2xMOHD9GsWTNcvXoVzs7O2LhxI6Kjo8Hj8UBRFBITE7Fv3z4MHz4cM2bMUNsZXSzy83JzkJomen4fYuKQmSU/GtCHDx8wbdo0bNmyBRMmiJzECgoK8Msvv+Ds2bNy/YnEJiiJiYkYMGAAPn/+TNe1b98eu3fvpnc/tm/fjo4dO6JVq1aYM2cORo8ezfBPMDU1hZ+fHx022M/PD56enmjdujXmzJmDTp060RloxXTp0oVeaBg+fDhsbW1RrVo1XLlyBXv27KHbjR49GmPHjqVFr7u7aJUpNzcX9evXR61atWjnYYqiGD4Z586dY0wOXFxc6GhCf/zxBzZv3ozCwkLw+XycOHECa9aswb59+xiBDyiKYiRvunDhAqPP2NhY2i/pxo0b35SxWygU4tKlS3Q/OTk5OHr0qMJJXWn3effuXTrSk7+/P0PkFxQU0BOq5ORkmd26p0+fIjExEQBw+fJlxkTir7/+oj9Lnz59wowZM9CiRQt06dIFPj4+OHfuHAmHXEUx0tNSWdxnFxTjt6HN6XJrcwOVRb6yhFqagI6JKPqalesQxiFGuszQ2qmyhvnfhFKDFy9eUBwOhwKg8lG3bl1KKBQq7PPixYtUp06dKHNzc8rExITq3bs3devWLZXHxOfzqSNHjlCtW7emjI2NKQsLC2rYsGHUv//+q3IfhYWF1LZt2ygXFxfKwMCAsrKyory8vKiIiAiV+8jKyqKWL19OOTk5UXp6elTt2rWpOXPmUJ8/f1a5j5JkZ2dTAKjs7Gy1zissLKTCwsKowsLCUtvGxsZS+gb6av1Nq9qhb6BPxcbGfuufQSmpqanU+PHjqdjYWOrs2bPU5MmTKQcHB8rc3JzS09Oj7O3tqalTp8r9LBkbG8sdL4vFopo2bcpo27x5c4X3Z2JiQrfbtGkT5e/vT4WEhFDbtm2j+vTpQ9nY2FAmJiaUkZER1apVK2rTpk1Ufn5+qfcWGRlJDR8+nGKz2VSTJk0oLy8vaurUqVTHjh0pLS0tytPTkwoMDFT5WfF4PMrX15caNWoU1ahRI8rY2Jh+Rv369aOOHj1Kcblcuefm5eVRgYGBVObnSEqQHiNzPLnhR61cPI9ybNSA8Ww4HA5lZGREmZqaUqamppSJiQmlpaVF1zs5OdHXGDBgAOPc06dP03V//fWX3Gcv3YaiKOrJkydUv379KDMzM0pPT49yc3Ojjh8/rvCZfPr0ifLy8qJq1KhB6erqUs2bN6cOHjyo8DszKiqK6t69O2VgYEDVrVuXWrNmDcXn86mYmBjKxMSEmjt3LhUZGSlz3vr16ylzc3PK3t6eOnXqFEVRou9OXV1dmXvS1dWl+Hw+4/zQ0FBq/PjxlK2tLaWvr085ODhQEydOpF6/fs1op6hPHR0dKjIykurfv79MHYfDoQ4dOqTwGZXk7Nmzcq8hvs7OnTtVGpP4Pnv27ClTp6WlRfn4+FAnT56k2Gy23N81iqIoR0dHuffz6NEj+vo8Ho/avn071axZM0pXV5f+jQoLC1P5nsWo891OKB+CgoIoANQ/S3tTBeenKjw+7h9LOdY0o2zMDaiQ7cOpw3O7UACoJxsGK2wjr58nGwZTAKigoKDKvnUG4udg6z6BAkC1mHWFajn3Jn0YWDagLJv2Z5TZdZmr0fey3G8mdShiFTVobleq08iW1N/By6jD71dTh9+vptbfnke17tOEmrFtBF223G9mhd+POrqQRVEaaLxIACBalTI1NUV2drZaqzxFRUWIiYmBvb29Soly4uLiNDpc3/dSvXp1pQnGCMoJDw/HgAEDEB0tyUswefJkHDx4sMLGkJ+fj/DwcOhoseFQU5KtVh48gRBRCdkQCCnUrm6Ej8k5cHJyYkSFIRCqIup+txPKnlevXsHNzQ1PNgyGaz35GbqlV+5vrOiLhrZmOPMoGpN23JM5T15baYI/pqHdbxcRFBSEFi1alOetqYX4Odi6T0DC8+NoMesK2FqSfBFhp2fD0NoJdbr8RJelvL2KuHs7NPZelvvNhLGFIRZ23gwAmPnXSLTqLcpddHrtNdw+9gymlsbY9lhkYh7z9jNWD9tXofejji6smEwqBI3Gzs6OCGCCQpycnPD06VMMGzYMDx8+BAAcPXoU3t7ejBj/FYFQSCEqIRsNbU0VinyxuU5UQjbilMScrmy4XK5MFmBV0NLSKjUrK4FAqBxKE+wlEZvr9Fl5Fb1WXFXpHEL5YWZljI4jWiIjIQtO7hLfy7YDm+Pjm89o3VsSkbEiouJ9D0TgEwiEUrG0tMTdu3exdu1arF69GjweDyNGjMDTp09Rp06dChuHnaUx4tPyVBb5779kAULN26Tkcrl49y4UFKU82pE8WCw2mjRxJiKfQNAw1BX3YqqyyM/+JMqZkv7+Ltgcib9AQWo0uNkJMLKR2N3nfFI9v0plwWaz4bV6oEx5HWdbLD0zrRJG9O1o9vSDQCBoDBwOB8uWLUNoaCgGDRqEhIQEdOrUSa2kWN+LjrZIuAu+ruTzBIoFsjaHDTtLY4X1lQmfz/8mcQ8AFCX8ppV/AoFQfnyruBejjuOtJpGfJMp6HhuwDTG3NtIHAAiKCxhlWTHKE/sRyhaygk8gENSiYcOGuHjxIiIiInDgwAGMHDkSLVu2hLe3N1q3bo1q1aqV6/X1tDm0CU5pK/lanIpJdvbNsFjQNjCHtoEkiR6/KBfFuckwsKwP6WRthZlxYHO0IeDKT4xFIBAqB3XEfXqO4nwU8lbyNR3rVmOQFHgKrtP9wJJawQ87MxtG1o1h13k2XZYaeh3xD/bI60YjyEmX/W7NzciHtq4W9AwlO6ZCgRBZKbkamX9DGrKCTyAQvglHR0ds2bIFHz9+xMaNG8Hj8XDx4sUKubZY5Kuykq/ZsACwARaLPiRxmFnMcrBQUdmZCQSCaqi7cj93/yMkZRYorC+5kh+vwX5EAMDmiNaJWRxtsLV0JAdHR6aMxdbsNeVtU4/jke8r+n1ceCLmd9iIxT23oyhfEjr3+IorWNh5Mx5dUD07e2VABD6BQPhu6tatiwEDBtCZnSuCH0fkEwiEqog64r6oWGRWl1fER5+VV1UW+T/te1zWwyYoITNJkjslN7MAQgGFvMx88IslOTYyvppPZacpTtqoCRCBTyAQqixE5BMIhMogPadIZXGfW1iMrZdCAAC7prdHdkGxyiLfSE+zV71/JEYs6oE+0zrS753b1sf8wxOx7MIMGEklNJu2eThm/jUSPb0rNoqcupBPDoFAqNKoY5OvcVBC8PLTIOBKtuGFfNFWcGFm3FezHKlyfsVkZiYQCMqZu/8RuHyhSuJ+4Job+PzVvru2pTFurOiLXiuuos/Kq0qz4VqbG2DHtA4YsEY2m7imkPD8OACRzT2bI4mDX5AajYLUaNoJV1ymyTi514eWNjO7u3Pb+jLtjMwN0Kp3E8SGJlTU0L6JKvIrSCAQCIqp6iv5bG09+gBL9LXM0dJjlhMIBI0hr4ivsrgPi8vAwsHN6PKGtma4saKvSiv51Uw0+/8+W0s0PiPrxjC0dqIPMdJlOibWlTXM/yRkBZ9AIFQZhEpi2stbydd4WGxoG1hA29CcLuJo64ObkwQd4xoiB9uvCHlFYHG0IeBqtt0ngfBfYNf09iqL+yvL+uBDUg6jXizyVVnJ12SsW45AwvPjsOs8m5HJNj8pXGEmW03nke8rZCZlo8+0jvSKfnZaHm4cegyXTo0YCbA0GbKCTyAQqgzxafkQKAlNVnIlny/Q7DBmBAKhalJbSY6NkuK+VcMactups5JPqBgyk3NwZMlFXNpxFyH3IujyG4ce4+bhJzi4yJcuEwo1e6eYCHwCgVBl4PIEiE7MUVnkx2l4iDkCgfBjoaq4F0NEvmZhbGGIJu0bwKa+JexdatHlLp0awdzKBB4DJaZWbLZmS2hiokMgEKoMtS2N8DktD9GJOWhgYwIOS35ceLHIj/ySVbEDVBdKCCGvAMJiiZ2toFj0Ay/gFco42bK+MfstgUAof9QV92KqsrlOQXIUACD3yxtGoquC1GgIBcXI+RwiKUuJqvDxqYuWNgfzD02UKXdyr4ctD3+thBF9O0TgEwiEKoO+DgcNbEwRnZitksi3szTGx+QcufWagqC4gBb10nCzvsiUUQJeRQyJQCCoybeKezFVVeRnxTwDAERdXipTV5QRh0i/RRU9JMJXiMAnEAhVCkNdLZVFvo62Zm+hAoCWngm0DS3o9/yiHPDyM6BvUYfhZFuYEQe2lg6EPMWp7gkEQsWjjrgv4CqepMsT+ZpOdefeSAu9Duex+xgr+GGnf4KRjRPsOs+my9LC7yAp8FRlDFMl5NnUCwVCsNjSGcYl5ZqO5v/6EQgEQgnEIr+omF+qTb5Gw2KD9TWlu/gQx5KWLhOVa2t8qncC4b+Guiv38w89RW5hscL6kjb56TmaPaHXMbYEAOia2kLPrKbUYStTpmNUvZJHq5z/jdiPoNth9PukmDTMdV+HZf12gic1MfPddhtTnVcg8Ma7yhimyhCBTyAQqiQ/jMgnEAhVEnXEPZ8vAAB8TMrBwDU3VBb5c/c/KvNxE+RDCSl8eisxjUyKSUNBThESolNRkCtJMhgVFAeKohD/PqkyhqkyROATCIQqCxH5BAKhMijg8lQW98U8Af6+HgoA+GtKO4TFZags8vOK+GU+doJ8ek5qhz7TOtLvXTo3gvfawZh/cAJMqxvR5ZPXDcHI33uhh1fbyhimypD9XgLi4uKQlpZW2cMoN6pXrw47O7vKHgahnFDHJl/joITg5adByC+kiwRcUUp7bnYCM9EVnwvwuTJdEAiEimf+oaeITclVSdyP3xaAN7HpAIDGdha4sqwP+q++hoFrbuDy0l4w1teRe25DWzPsmt4eozbfKZd7KAsSnh8HAET7r5CJolOQGo3ivFS6LCf+dUUPTy3c+7lA30iXfs9ms9FhaAuZdpa1zdHTux1iQxMqcnhqQwT+f5y4uDg4OjmisKCw9MZVFF1dXURGRhKR/wNTpUU+gUCocnxMysG15X1VEvc3g+PxU9+m2H7lLQCgVcMaKot8ZQm1CARlEBOd/zhpaWkoLCiEvrFo1urm2RjL/WbS9d3Hu2PBUS90HduaLlvuNxOt+jQFABiZG+DnfeMwad0Qun7egQn45cB4+v3kDUPwy4HxMDLTr5RrcLncct+hEAqFOHjwINq3bw9TU1OYm5vDwcEB06ZNw5UrVxAWFoahQ4cyzjExMQGLxZI52Gw2XFxcGG1dXV3BZrPltjc1NZUZT2JiIubNm4eGDRvC2NgYlpaWaNu2LVavXo1Xr17h6NGj2LVrV6n39e7dO/z2229wdXWFlZUVTExMYG9vj5EjR8LPzw+UmiYxHz9+xJ9//gkPDw+Ym5vDxMQE9evXR8+ePXHo0CHk5ORAIBCgefPmyMrKkjlf2eXEIj87Nx9L1+9Cyy79YduwObp164ZWrVrhl19+wZ07dxAUFARvb2/6vMePH4PD4cj9OyxevBgAsHr1aoV/q1mzZjHGERMTAx0dHZl2ly5dkh00i42UzEJMmTwZuqYipzRdE2sAkLz/erC1dMHRNULnzp1hZGQkdzy6urqwsbFBly5dsGnTJuTn55f6Nzl16hS0tLQY/VhYWODDhw9Kzxs2bJjMc2Oz2Rg0aFCp1yQQqjp/TWmnsrg/vdATzeyZDqZika+KuY4mY+s+AQDQoN8KNOy/kj4MLBvAsml/RlntDtMqebSq8e5RFB75vmJE1SnM4+L2sWeIj9Bsu3tpiMAnAAAKvzqQTNs6HHWcbbHikki03DnxHFu8juKuz78AgBWXZqGOsy2mbBCJ7bzMAmyffhKHF/sBAHp4tUXTjg3h0rERbZ926Dc//DX1BPKyCiv8GtO2DC/HpyaiqKgIffr0waJFizBlyhR8/vwZGRkZuHLlCszNzTF06FA4OzsjNjaWcV5OTg7i4uLQqlUruqxz585ISUnBmzdvGG2Dg4ORnJyM3r1702WtWrXC58+fkZ2dzWgbGBgIFxcXBAYG4syZM8jKykJ8fDxWrlyJe/fuwc3NjSFw5VFQUIBp06bB1dUVqampOHLkCBITE5GZmYlr167B2toaI0eOhLu7O8LDw0t9Rvn5+ZgzZw4cHBxw8eJFTJs2DaGhocjOzkZUVBTWr1+PoKAg1K5dG46OjggJCZHbz5f0fAiViHxuQR5mTp+GEyd8MGnyZES9foZbt27h8OHDKCgoQI8ePdCyZUvk5koy3LZv3x7Z2dnw8vKiy6ysrBAXF4d169YBAJYtW4bo6Gg0bdqUbmNvb4/U1FTs2bOHMQZ7e3sUFhZi06ZNAAB3d3ckJCQoFL6nfY7hVeAzhL+Tf88luX//Pt6/fw83Nze6rEWLFpg+fTomTJgAY2Nj3L9/H4sWLUKjRo3w+vVrpf2NGTMGBQUFOHv2LGxsbAAAmZmZGDx4sNIJwoULF5CXl4epU6cCACZMmICcnBz5ExkC4QejsZ2FwrqS4r63m/zd4x9F5P9IZKflYeuU4ziy5CLe3I+ky6/tf4jTa69h5ywfukxeWE1Nggh8AgCg99QOOBC6Ato6IqstOycb7Hi+GB2GucHI3ACt+zTBjueLYeckEgDaOlo4ELoCE1cPhLm1CWwbWOJP3xkYtVgiQEct7o1l56fD3qUWTKoZYuyf/Sr8Gjb25R+Wa+HChbh58yZ8fHzg5eUFY2NjsFgsNGrUCBs2bMCDBw+gr68v99zatWtjzJgx9Puff/4Z1avLH7OlpSUtpgBg7NixqFmzJqNNbm4uBg4cCBMTE9y4cQNubm7gcDjQ09ODp6cnAgICMG/ePKX3k5KSgo4dO+LAgQPYs2cPDh8+jObNm4PNZoPD4cDJyQnbt2+Hn58fQkJC0K5dOzx+/Fhhf2lpaejYsSN27dqF8ePHIzg4GN7e3rC1taVXfV1dXbFnzx74+fkhIUGxXWN+EQ8xKTkKRf7EWQvwNiwCF08dQrv2HZCWLwCHw0HTpk2xf/9++Pr6yk0vbmRkhO3bt8PQ0BCAyG+jVq1ajDb169fHwYMH6ff16tVDtWrV5I6Dw+HA09MTLBYLR44cgbW1tdx2BQUFuOR3DgDgc3S/wvsuSc2aNTF27Fj6/ZYtW7B3714cOHAA79+/x8qVKwEACQkJ8PT0RFKS8lUnHR0djBgxAg8fPqTv6e3bt5g0aZLS8/T19TFzpminbN68eTAyMlLankD40VFV3IshIl+zMDDWhW0DSxiY6MFaSj/UbVoTbA4bDVvWoctKxsbXNIgNPgEA0Lp3E3C0OPgSnYKslFzUdrSGiYUhvNcMgveaQXS7nIx8xEckwayGMWo2qIFOI1qi04iWdD2fJ8DHkHgAQL1mtWHvUgvLzk9nXKsir4Fy/v+XnZ2NAwcOwNTUlLG6Lo2HhwdWrVqFM2fOyK03MTGR+1oe0uY48tqePHkSiYmJmDt3rlyxxWKxsHnzZty5I99pi8fjYciQIQgKCsK4ceMYE4qS9O/fH4sWLcLq1asxcOBAvHz5Evb29ow2fD4fgwYNwqtXr9CqVSscOHAAHA5HYZ/dunXDzp07MXnyZLn1NasZ4ktGPmJScmBfwwRsqb9v+PtoXLt1Fy7Ojmjd3Bn5XD6iEpi7G4MHD8bMmTPlCl4TExMMHToUx48fR2hoKD5//iwj8lu3bo127drhyZMnCAwMBI/Hg7a2tkxfAPDgwQO0bdsWjo6OCu/X/8o/yPu6m3DtH18s+P1PGOmLvpYpAY/pZCvggS313szMTG6fLBYLf/75Jx4/fozbt28jLS0Na9euxY4dOxSOQ0yDBg3QpEkTPHjwAABw7tw5tGjRAr/99pvCc8TjUDQeAuG/grriXow6NvmaRnGuyImWm53AcLItykqAlr4piqQychfnaX4wD21dbaz2nwOKohiLQW6ejbH/7XKwOZIyIvAJVYLczHxMcljGKKvfvDaWnJkKFosFiqKwacIRRPwbw2iz7fEimH51Anru/wb7F5xn1E/fOhxt+orsybNTczGv/cYKv0Z5EhERgeLiYgiFQqSnpytc0Z06dSp8fX3l1kl/ichbXVbUVt6Xi9i0Jy4uTmkfM2bMkLu9+L///Q9PnjwBi8XCqlWrlI4FABYvXozdu3cjIyMDEydOxMOHDxn1W7duxZMnTwAAGzZsUCruxXh7eysUo0b62qhnZYKPyTkyIv9NWAQAIDk1DcXFxTDU1UFtSyPEpuQy+pg1axb+/PNPuf2PHz8ex4+LokKcO3cO8+fPl2kzduxYPHnyBDk5Obh9+zb69Okjt6/z589j1KhRCu+ToiicO3cO9erVw8ePH8HlFuHMkZ2YOHEiAKAwI1bmHOkstqX9uEyePBm3b98GANy4cUNp25K0bt0agYGBoCgKS5cuhaurK3r06CG3rab/yBEIFcG3insxVVXkp4VeBwCE+kyXqcuJC8K748p3ATURsU9RSaTFfVWgao2WUG5snSwSNUZmBug23h0A8OF1PM6uFwmDY8su08K7h1dbGJkbAAAtplPiM2jh3cLTCa7dnQAA++afR9qXLEbbir5GeWJsLJp48Pl8eHt7g8uVH8bQ1NQUzZo1q7DxXL58GT4+PgrbdezYUaYsIyMD27ZtAwC0a9dOZjVeHvr6+hg2bBgA4NGjR7SgBER29xs2bAAAWFtbo0uXLirdA4vFos0+5GFqoIN6VibIKShmmOsYG4nMa5JT0vDz4pUQCoXQ15GdUDRu3BiWlpZy++7atStt9qTo+Q0ZInH2VtQmPj4eL168wIgRIxTex7NnzxAfH4/N23bAwkI0MfS7eAlsHdHOi65ZTeiZ1aIPAIwVstJwdnamXyub8Mmjd+/etJmPQCDA6NGj8fHjR7X6IBD+K6gj7nlfE17Joyqa65jZewAAGg5cg0ZDNtIHAOhZ2DHKqjvL3+UmlA9E4BNojMwNsOPFYoz9oy/+Dhat5t86+hQA8PB8EADg79fLMGpxb+x4vhiGXyPWfIlOgc8qfwDAT7tH46ddYzBn9xjM3jUaAHBw0QV8iU6plGssPjWlvB4XAMDR0RF16ohs8q5cuQJ3d3eFDqJ79+4t17EAQK9evQCIVofHjRuHOXPmIC8vT6ZdkyZN8NNPPzHKLl26RDufururPjmSFu4nT56kX1+8eBEZGRkAoHD1VxHjxo2jJyvykCfy27dpCUND0aRw/9FT6DlkPD7Fxcs9/++//5ZbzmazaZ+IV69eyXUgfvdOkp788uXLch1RT58+jS5duqBGDcVRNs6cOYN27dqjXkNnDBoxDgCQ8OUzHj8W7XhwtPXB1pE6tHTB1tJV2F9JWCqY8yhj2bJl9AQlIyMDgwcPRkFBgUrnurq6MqLrrFixgq47e/YsIyJU3bp1GedSFIVr166hS5cutDN4YmIiJkyYABMTE9jY2GDJkiUQCERCqbi4GGvXrkWDBg1gYGCA9u3bl+pYTCCUFequ3C/z+RfFPNVFfgGXV9ZDLlMMrBoCAIxrusCkVjP6MLBsAOOazZhlNRpW8miVs3XKcYQ/lyxkZCRmY2mfHdgy+Rj4Un+z28eeYV77DXj3OLoyhqkyROATaNoObE6/1jWQvzWoK7Vl6N5PYhYT8zW9c8MWEgeUBs1rAxCle876aiZR0dfQ0VN9xfNbYLPZ2LlzJy2mXr9+jZYtW2LOnDmVkjysa9eu9Io6AOzatQtOTk44fvx4qSEtpe3ypVd/S0O6bUBAgNz+WrSQTRaiDENDw1LNeUqKfCNjY6z/U2IrfvfRU7Tu1Ad79+6VO8lRxPjxkvCr8lboT506RYvS/Px8XL58WabN6dOnMXr0aIXXiIqKwvPnzzF8hCjK04ix3vRn6NTJoyqPVRkvX76kX7dv3/6b+jhy5AhcXV0BiMy/FPlGlCQ4OBiBgYG007I0I0eORG5uLvr16ydTd/XqVbi4uKBv3764f/8+KIpCcHAwmjRpgnv37oHL5SIpKQnr1q3DqlWrUFhYiD59+mDt2rUoLCxEYWEhnjx5gh49eshElyIQyhp1xD31davx2ftkjN8WoLLIn3/oaZmPmyCf3Ix8vH0giZzz8c1nJH5IRejjaORmSBZy/r32FtmpeTLmxJoGEfgEmltHn4L7dUvw45vPctvEfC3nFhQj4OQLAEAtB2u0GywSASdWXgEgWoU7vfYaAKDTyFao7WhdKdf4HJWs5lNQn/79+8PHx4eOlMPn87Fr1y7Ur18f69atQ1FRUSk9lC0nT57EyJEj6fefP3/GxIkT0aJFC4YAL0lMjOTLytzcXOXr1a5dm3795csXFBeLnn1YWBhdrigy0PdSUuTPmDwBm1YtoScHhUVFOHToEJo1a4Z9+/bRq77KaNq0KW1OderUKUYdl8uFn58f9u3bRzs8l5wEREREICIigmHKU5K///4btWrVgru7aHu7tl1deHQQ7YS8ePYYnz59Uu0BKKCoqAibN28GIJqELliw4Jv6MTAwwOXLl2FlZQVAtOsgDv9ZGi1btlRolmZoaChX4Lu7u+PBgwdo2FC00hcdHY3NmzfjwYMHiI+PR1paGjp16gQA2LNnD6ZOnYrBgwcjPT0dX758wYMHD6CtrY3U1FScPn36W26ZQFAJHl91cS8UUjhx/z0AYN14d9wMjldZ5H9MyinzsRPk4zGgGXpOliyGNO/qiEFzu8J77WCYW0mCWoz7sx96eLVF1zGt5XWjMRCBTwAA1HW2BQDMbL4akxyW4X/D9wEAft4nMh1YcMQLALB6+D5McliGma6rAYicZE0sDDFoblcAwMsboZjksAyTHf/Ev9dEpgx9pnWAiYUhHFvbV/g1Dv3mVw5PS5bRo0fj9evX6Nq1K12Wk5ODJUuWoHHjxgzbdGX069cPZmZmCg95oqgkurq6OHPmDE6ePEkLM0C0u9C9e3cMGzYMycmyE5/09HT6tTrhDku2FfeTmZlJl5WXwAdkRf4vs6biyQ1fuLpIdhaSk5MxY8YMuLm5MVa2FSFexY+JicHTp5IVtGvXrsHExASenp70TsmtW7eQmipJx3769Gn06dNHYUSk7OxsnDp1CkOHDgULFHj5aSjOTcEwqURo586dQ3FuCuMQ8rkQcOXvRHz48IE2FXr37h169eqFd+/egc1mY/v27fDw8Cj1nhVRu3Zt+Pn5QUdHtLO2ePFihVGYSqIowhAg+pyWpFq1arCwsKAnBvr6+jhx4gSaNGkCQORjsmTJEgCi8KtTpkzB7Nmz6b46duxI71aokp+BQPhWlvn8q7K4/+XgE9x/lwgAaOtkjdMLPVUW+X9NaVfmYy9Lkl6KwvzG3d+N2Hu76KMgNRqpb68wypKCzlXyaJXTw6stTKtLfs+0tDkYMLsLOgxl7kDXcbbFqMW9YWEtm2RSkyACnwAAmLBqADoOd2OULTjihWadHQAAzm3r00JcTA/vtlhyRhRGUVdfB389+x1GZgZ0fTVbU/z17Hfa5ObX496Vco2KolGjRggICMCFCxdQv359ujwmJgY9e/akHViV4e/vj6ysLIWHv7+/yuMZO3YsIiMjsWjRIoaY8vX1RYsWLRgr7AAYNu+FhYUqX4fP5zPe6+npMf4FROE3y5OSIt/NtRn+DfgH2zeuhoWFJCFNSEgI2rZti3PnlP/QjBkzht4FkPYrOHXqFMaMGQMWi0VPAvh8PqO/06dPM3IblOTw4cMQCATo378/XSbkFaF9u7a0zf61a9eQk50OIa+IPpRx7tw5dOrUCTY2NvDw8EBcXBzGjh2LZ8+eyfhafAtt27alfUgEAgFGjRr13bsMyhDvhtWsWVMmspS0zX5J+30AdLIudcyyCAR1efY+WWVxf+hOOLy7OdDlvd3sVBb5yhJqaQJCvui7KS8pDPlJ4fQhRrqsOKfqZIH9ESBhMgkARA55Xv8bBK//DVLYpllnBxx+v1phvYmFIXa8WKxR14gNTcDKIfIdKsuLoUOHon///tixYwdWr16NnJwcUBSF+fPnw8XFBd26dauwsZiYmGDDhg2YOXMmfv31V1y4cAGAKAHS4MGDERISQgtx6WRM6tgv5+RItpANDAxoh05bW1vaITUlJeWb74HH4yEtLQ1ZWVlI0xPCQFfytaWtrQXTryvlYpEvHUJz0vhRaNa6A/z9/bFz505wuVzweDxMmDABTZs2hZOTk9xr2tjYoFu3brh16xbOnTuH7du3o6ioCP7+/ggMDAQgWi22s7NDXFwcfHx8MHv2bLx8+RJJSUno27ev3H6FQiF27dqFESNGiFb4WWxoG1hA21BkEjVsjDf2/LUB+fn5uHnnEcZ6S0LPFWXEgcXRlruKv3jxYnTu3Pmbnq+qeHt74+3bt9i2bRvS09MxePBgOgRqWaMsXKx4J0ER4l0DVcyxCIRvZd14d5XF/Z4ZHaGrzcGRgPd0vVjkj958G+O3BeDEvG7Q0S49jLCmYes+AQnPj6PxqN1ga0n+b4adng1DayfU6SJZYEh5exVx90rPx1HZxIUnIjezAM5tJQt1fJ4Ar+9GoJ5LLVjYaPbKvRiygk8AAKwc8je+lLBXv38mEJMcltGHONqNmIQPKYz6taMOgCfl8c/j8rB18jFGm8q4RmWgo6ODhQsXIjw8HO3aSbZY161bVynjqVu3Ls6fP48rV67QK/WRkZG04AdEtudi1DFviI2VxGtv3bo17Szapk0bujwqKuqbx/7kyRPUrVsXnp6esG/aBlaN3Ohj8LhpjLYlV/IpSmTvvWLFCoSEhNBJp7hcLrZs2aL0uuIV+vT0dNy8eRN+fn5wcHCgzUVYLBa9Uv/s2TN8/PgRp0+fxuDBgxm7F9L4+/vj48eP8PX1RZcuXdClcye0b+MC96Z2cG9qh2MH99BtTx8/WKpjdEWzadMmOiLS69evMWVK+UapIhA0lbZO8rNTA7LifmJXB7nt1FnJJ1QMuRn5WD1sL7ZOOobQpx/o8mv7H2LP3DPYMvkYXSYvl4wmQQQ+gWZZv11IT8gCAFzcHoDjy/9h1J9Zdx1X/r4PAEiJy8AffXYy6qOD4zDdZRUoigJFUZjuskomjFRFX+Pu6X/VeQRqk5aWhoULFyqst7W1xc2bN1GvXj0AwL//lu94Nm/ezAjjWJJ+/frh7Nmz9Hvp8QwePJh+LV6lVoVXr17Rr4cPH06/lo7mc+3aNZX7+1ZeBr/B7gPHGCL/S7ok8oGDgwMCAgLoHYbS/haDBw+mo8D4+PjAx8cH48YxTcik3588eRJnz55Vap6zY8cO9OrVC0lJSbh37x7u3X+Axy/e4PnbODx/G4d/Q+PRo5fIzyLmYxSePrqn1jMobzgcDs6ePYtGjRoBEJkjlTZRIhD+S6gq7sUQka9ZaOtqwcjcEGwOC8bmEnNg86/29tWkVu81PckfEfgEAEDfGaLER5smHoFQIMSVPfcBAFse/orD71dj66NFAICLfwVAKBBi21RRYiyv/w3C4fercTB8JZ3lLfTJB0QFiVZ1tXS0cDBsJQ6/X40JqwZU+DUefY2tX57cvXtXab2hoSG90llaptqKGE/v3r1pgSY9ntatW6N58+YAgHv37jEcR5Xh5ydyZK5RowYjxKSLiwt69uwJQBRiMShI9b9FTk4OPRHp3Lkz8vLyEBgYiPjoUAQGBiLm/Vvw02Nw958zjPPuPnoGQLKSn1/EtP23tbWlY7uX9rcwNDSkI+FcvnwZ9+/flxHvzs7O9DPbtGkTeDyeQhOs0NBQBAQEYPFiaRMzCoAQoCj68JosMcs5dWw/XU6B+tq+cjEzM8M///xDRxHatWuXwrZaWiJzKmUrXZq2S0EgfCvqinsxVVnkCwUiHyxKwIOQXyw5BMUyZZSQX0pvlY+eoS7W3fwZ2x7/BjsnG7q8w9AW2PLwV8zdK1nUIQKfUCVo2UMUcSQlLgM5X1c9Taob0aGhzGoY069zM/KR/EkUKaXDMJF3OZvNxsKvUXCCA8Lp6DY/7xtHi/LOI1tVyjXKm+DgYLx48UJpG/EXgbx45NICpzSxo0rbffv2lbp1KG88LBYLe/fuBZvNBo/Hw19//aW0DwB4+/YtHVFl27ZtMsmpdu/eTUeTmTFjhkp20QKBAD///LPcZ2VmqAM7SyOk5RQhPi1PRu5evXUXn7+IolWYGuigZjXZOOzK/hYlEU9YCgsL0aFDB9ja2sq0Ea/i5+XlYfjw4bSoLcm2bdvg4eHBzCJMUeDlZ6AgNZo+Gta1pvMGPLx7C+9f3UNBajQofjEE3HypU8tHGKvSr4ODA86cOVNqrgLx5yEpSda5TmzaJQ6rSiBUZb5V3IupqiI/KVAUSjh43xC82tOfPooy4pAWdoNRFv9gTym9aQZ6hrowklq9F2NuZQKtKuQnQQQ+AQCQnSZx3NM3FkVcyUnLo4WiUChEZrLImVLPSBKRJe1zFv3636tvAQB1GtugxlfP/6CboXR9RqLEcbMir1ERjBs3Dl++fJFbV1hYiJMnT0JLSwvLli2TqZcOJynOJKuIrKws+rW0c6s0YWFhmDt3rkKR/+DBA0RGRqJ58+YMsxxAZDcvFvabN29WuupeUFCASZMmQSgUYv78+XJNU+rXr48rV65AX18fL1++xMCBA5VGN+FyuZg+fTomTZqEmjVrym1T3VhPocjn8XgYOWk2sr8+GyN9ZpjGlJQUXL58GUZGRvj1118VjkNMt27daFFf0jxHzJgxY+jdAEXJrSIjI3H8+HFMnTpVpo6lpQNdE2v64OgY0E66QqEQh4+ehK7JV3tfqRUjaUfoskzqlJ2drVJ/vXr1wsaNG5W2Efs8XLx4EREREQBEn/d58+bh+vXrAIDU1FSkpqYyPq/iKE5cLlemT+moTfImB+JJpDqRoAiE70EdcS9OeCWPqijyDa1FgQrqdJsH+x6L6AMAODoGjDIz+28P10tQHyLwCQCAv6adAAAMne+JpI9ptJf4FKfl2L/wPKY4LQcAGJkbIOljGkYt7g0A+K37VmyfcRJLem/H/bMiu+2aDa1Qv1ktACIn2j/67sSOmT5Y2HlzhV/DRCqmbXkSHR2NJk2aYMOGDfj06RMoigKXy8XTp0/h6emJ6OhoHDt2jOF4CgBxcXGMMIyHDh1ixKOXJj09Hfv376ff+/j4ID4+Xm7b3bt3o23btvD19aUnAhkZGdi/fz+GDBkCJycnXLlyRe4K7Jw5c7Bnzx6w2Wz06tWLFmIl77dHjx549eoVVqxYodQOu2PHjnj48CGaNWuGq1evwtnZGRs3bkR0dDR4PB4oikJiYiL27duH4cOHY8aMGejQoYPC/gDlIv/5y2A0bdsTfx86gaRkUfSegoIC3Lx5E127dkVRUREuX76MOnXqyO9cCjabjTFjxkBfXx9DpeLUS2NjY4OuXbuiTp06aNu2rdxnNWbMGPB4PMTExDBDhrLY0NI1AUfPmD7YOkYM8yj/f/xw/NhR8AQAR0e0I/H582ccP36cbnPkyJHvFvlCoRD//PMP3r17hytXrqjkGD1//nx4eXkprJ8wYQJ0dHSQlpYGZ2dn1KlTB9bW1qhevTpmzJgBQCTIXVxcsHTpUgCiZGmPHj0CADx9+pSx+i8UChn/X/z9/RkTg4SEBDx7JjLTevLkCeLi4lR/AATCN6Duyv3mS68hVEPk8/iaLfJN64p2zas5dEU1x270YWDZABYO3RhlJl/baiqHfvdDbGgC/T4vswBbJx/D0WWXIRRIvmee+7/B6mF78SFEfrJOjYEiaCzZ2dkUACo7O1ut8woLC6mwsDCqsLCw1LaxsbGUrq6u2Lj3hzx0dXWp2NjYb/0zKCU1NZUaP348FRsbS509e5aaPHky5eDgQJmbm1N6enqUvb09NXXqVCoiIkLmXGNjY7njZbFYVNOmTRltmzdvrvD+TExM6HabNm2i/P39qZCQEGrbtm1Unz59KBsbG8rExIQyMjKiWrVqRW3atInKz88v9d4iIyOp4cOHU2w2m2rSpAnl5eVFTZ06lerYsSOlpaVFeXp6UoGBgSo/Kx6PR/n6+lKjRo2iGjVqRBkbG9PPqF+/ftTRo0cpLpcr99y8vDwqMDCQyk2MogTpMfSR/CmcCgwMpGLev6We37lM/f7LLCr61UPq8K7N1JhhAyn7OrUpY2NjSl9fn3JwcKDmzZtHxcfHqzxmiqKokJAQasSIEUrbHDt2jPrtt99kyg8fPizz99LS0qIOHTpEBQYGUoEvg6jXYTFUaGwWFRqbRd1++pbS0tKS+3dms9nU1ZsBlKGhocqfG1Xx9fWV+z1gZGREJScnKz23qKiI8vDwoGJiYuTW37hxg2ratCmlp6dHtWjRgrpw4QJFURR15MgRqk6dOtSGDRuo9PR0iqIoau3atRSLxZK5r+nTp1OxsbGUtra2zBh1dHSoyMhIasaMGXKfyZo1a77pmWgi6ny3E8qHoKAgCgD1ZMNgKu/sFGqKpxPFYoH6e2ZHquD8VIXH4bld6M/lFE8nKu/sFKXtfX/vSelosakOja0pAFRQUFBl3zoD8XOwdZ9AAaBazLpCtZx7kz4MLBtQlk37M8rsuszV6HsBQPXwaksdfr+aOvx+NTVj2wi6fPODhXS5fdOaFADKyaNehd+POrqQRVHEw0lTycnJgampKbKzsxVmxZRHUVERYmJiYG9vrzBcnzRxcXFIS0v7nqFqNNWrV4edneJ4xQTlhIeHY8CAAYiOlkQrmjx5Mg4ePFhhY8jPz0d4eDgca5nBQIdp456WW4S41DxUN9FD7epGkHZ7KijmI+JzFpycnOiIOJqA+H5KxsEHAEFRLrg5STCwbMAwyZGOg69p90OoGNT9bieUPa9evYKbmxserxuEo3ffq7xyP3bLbVx8/gmLh7livW8wJnd3wl9T2oHNVuyoeT0oDiM33QJfQCEoKIj2zdEExM9BHAe/xawrKsfB19R7cW7fAOOX96fNf7kFxTiz/josrE3Rb2Yn2n8r9OkHPDgbiBbdnLD/1wsVej/q6EKS6IoAOzs7IoAJCnFycsLTp08xbNgwPHz4EABw9OhReHt7M2L8VxbVjUVCJy5VZNtfUuRrNJQQvIIMRhGfKzKpEpVLrCiFfC7Al7VJ1wS4XK5MRmNV0NLSYmRZJhCqCpsvvcblfz+pJO7X+77CxeefAAD9WtWFnaUxZu0VfZcqE/m93eywbrw7fj36rEzHXpakhd0CACS+PAs2R+LzJA4aoGNUnS7Linle4eNTh2HzPWlxDwC6BjqYuGqgTDvntvXh3LY+w5xHEyECn0AglIqlpSXu3r2LtWvXYvXq1eDxeBgxYgSePn2qki17eVPVRT6/QOJoTVEim1teQRZYVeAuuFwuQkNDvynpC5vNhrOzMxH5hCrHpRef8PdM1cT9qjNBGOxelxb54nNUEfnKEmppAsU5Ih+Z5GA/hsAXkxzsR7/mF5VdMABC6RCBTyAQVILD4WDZsmUYNWoUFi1ahEuXLqFTp044f/48WrWqfOcpeSJf41FmolO9nkITHU2Cz+dDKBSiei1zaOtogcflQVtXixEjWsAXQigUQlvKvKqYy0fa50zw+Xwi8AlVjsXDXFUW93+OckPdGia0wAfUE/majNhEp/nUsyqb6Gg6GUnZKMzjomaDGnQZRVH4+OYzbOpZwsC4apjHkSg6BAJBLRo2bIiLFy8iPDwcQ4cOxciRIzFixAhcv35dYQSgsiItp0hpfcnoOhqQF+o/g46uFvJzCpH2JQvZaXnQ0deGjr42tHS0kBKfgdT4TFAURZcXl0hCRiBUJfq1qqu0Xlrc/z5Uvn32xK4O2DOjIw7dCccvB58oja5DqBgKcgqxtPcO/NlvF6JfSaJw3T72DGtG7MeWScfosm/ZtaxIiMAnEAjfhKOjI7Zs2YKPHz9i48aN4PF4uHjxYrleMy2nCIlZBUrbSIv8pFLaEggEQlmjirgXQ0Q+obwgJjoEAuG7qVu3LurWrVvu16luoofEDJFotzGTzTRItythrkOoGMytTGBoogcdPYktLpvDQs2GNSAUUtDRlfzkGJrqIyeN/H0IPxbqiHsxP4q5zo+AgYk+1lyfK2Oi4znRAw1a2MHaXuI0LE5wqKkQgU8gEKoM1U30oK3FVlnkF/OFSMrU4FV8SghefppcJ9uCtI8MJ1uKEmhsFB0xLJYo8kRJ5KV3J/KF8KPxLeJeTFUV+QnPRQn3Xh8YyXCy5RdloyA1GplRDxllVQELa1OZMhaLhXoutSphNN8OEfgEAqFKIRb1qoh8M0MdzRb4gCibrYHEyZbPzQHFL4a2gRmkrSh5+T9urgoCoarzPeJejDyRr+nomFijOCcJVq5DGAL/y7MjAAArrXxlUQAA9edJREFU1yF0WVbMc+QnhVf4GP+rEIFPIBCqHOqIfI1GThQdNkcL3JwkaBtYMKLoCLi5GhlFR0x+TiF09CU/8PnZhSjIKYKZlQm0dUQr+EIhhczEbHC0OdCvIpEoCITSUEfcHw2IgGu99grrS4p8r1Ii9VQ21Rv3QMLz47BpOZIRRScz+hEMrZ1g02oUXcbRM9ZogX9hyy2MXzFAtURXZwLRortTZQ63VIjAJxAIVZIfRuT/IGSn5sGshgk9J8lIzIaALwRHiwMLG1HGxcLcIuR+3VHR1Zc15SEQqhrqrtwfuBUOGwsDpW2lRX5aTmGZjZWgnNAnH3DX5wVGLe4NAAi5/x4Pzr4EALQb4kqb7vhtvY2Yt1+Qr+F/GyLwCQRClYWIfM3ByNxAesMBppbGyM8uhJGZPl2mZ6gLfSNdcLQ5YGtptoMagVAa6oj7R1+znk7t4YRVZ4IAQCWRP/PvhwrbEMqWWg5W8BjQjH7f2KM+mrRvAAtbM5jVMKbLPb3a4vaxZ3Dr4YzwZx8rY6gqQQQ+gUCo0lRpkU8JwefmgM2RfBXzi3K+/pvLSBYl5HMBQXGFD1FVTCwMme+rGcKkGrOMo8WGVd1qAIDiQhIHn1B1ORoQgQO3wlUS98fuvseRgPcAAK9ujrCxMFBZ5Mel5mLdheCyG3gZk/0pEACQ/v4uwwa/IDUa3OwEGNlIzFhyvrbVVCavG4I6zrb0eyNzA8w/NFGmnXs/F7j3c0Hs10mbpkIEPoFAqPJUZZFP8YvB/ZruXZri3GQ5jUmMbAJBE1BH3M/a+xCdm9jg/rtEABJRr4rI79eqrkYLfLFNfWzANpk6QXEBYm5trOghEb5CBD6BQPghqJIin8WCtoG5yKH2K/yiXBTnJsPAsj6kg0kWZsaBzdGGgJtfCQNVHT5PAI4Wh2GuIxRSoIQUOMQsh/CDMLWHk8rifnJ3J3g4WNECH1BP5Gsy1q3GICnwFFyn+4EltYIfdmY2jKwbw67zbLosNfQ64h/sqYxhqkVRPhc8Lh/GJXYlM5NzYGxhKDfsryZCvm0JBEKVIStfuYmKjZkBbCwMkJhRUGrGW82ABYAtipbz9ZCY5bCY5WBB06PHZ6Xk4vP7ZKQnZNFlQiGFL5HJiH+fhOIiiVlOfm5RJYyQQCgbvLo5Kq2XFvd/TWkHlpyY9r8PbYE/R7lh1ZkgrPd9VV5DLVfE5oUsjjbYWjqSg6MjU8Zia/6aclE+F4t7bsf8DhsRFy6ZkD3yfYUFHTdhx4yTdBml4Tuqmv+0CQQC4StJmQXQ0WLTmWrlIb2Sz+MLK2poBAACnoDxLwBQQgoCgRCgAIHU30NI/jaEH5SS4l5ZwqofZSX/R4HH5SMvMx9CAUVH/AKAzCRRkq70REmyLiLwCQQCoYwwM9RBXKooDryqIp9QcZjbmELPSBd6hrp0GUeLDdv6lhDwhdA3kpQbmRkgN0OzzY0IBHVRR9yLISJfczC2MMSyCzOQm1kA57b16fI+0zqiZsMasJfKZstma7YRDBH4BAKhymBtZgAtDltlkc/jC5GWo8GmIJQQvPw0CLi5dJGQzwUgsrlnoUQUna91mgqbzYKhqb5MuY6etkwZS7OtjQgEtfkWcS+mqor8hOfHAYhs7tkcSW6LgtRoFKRGMxJbFaRGV/j4vgU7JxuZMi1tDtx6OFfCaL4dIvAJiIuLQ1paWmUPo9yoXr067OzsKnsYhLKABdSubgQAKon86iZ6mi3wv8LWltyDUMADKCE4WnoMFSzUcHGvCWRnZ+PQoUPYsWMHVqxYAS8vr8oeEuE/wveIezFVUeSztfQg5BfByLoxw8lWLOYNrSVhMvncPBTLiRhGKB+IwP+PExcXB0cnRxQWaHZGtu9BT18P7yPel6vIFwqFOHz4MI4ePYq3b9+CzWajRo0a6NSpE/r374/69etj2bJl8PX1pc8xMTFBbm6uTF8sFgtNmjTBmzdv6DJXV1eEhITItfkzMTFBdnY2oywxMREbN26Ev78/kpKSoKenh4YNG6J3797o27cv3rx5g7y8PPz0009K7+vdu3c4ceIEbt26hYSEBBQWFqJatWpo3bo1Ro4cicGDBzNitZfGx48fcfToUdy+fRsREREQCASwtLREgwYNMGLECAwfPhyGhoZwc3PD/fv3YWZmJvt8oLrIfx/1ATsPnkJYWBg+fPiA4uJiGBsbw9raGp06dcKQIUPQvn17TJgwAcePH6e3XNevX4/ly5ejuFjWqVdPTw+HDh3CmDFjAADnzp3DxIkTUVQkO5HQ0dHBypUr8fvvvwMAlixZgnXr1gEQbe/q6+uDxWYznyEFFBTkQyAQ2bG3aOWBY+euQsgrAoujDQE3T+Y6Dx48QO/evVFYKP//sY6ODhITE2FhYSG3viwozOdCR1/yA1+UV4yCvCKYVjeio+dQFJCdmgstbY7cVf3vYenSpdi7dy8yMjLKtF8CoTTUEff+gZ/gWq+6wvqSIr+nq2YvTlm3HIGE58dh13k22FqSFfz8pHAYWjuhThfJb0zK26uIu7ejMoapEreOPsWI33rB9OvvC58nwLX9D2FubYoOUpOt2NAEPL38Go5t7CtrqCqh2QZEhHInLS2NFve1HKyw3G8mlvvNxLwDE+g2Ixb1oMvFWd6MLQzpsmUXptMRAnpOakeX95zUDgDAYrOw7MJ0ulwcespjQDO6bPivPejrzTswgS6v1cgKAODcvgFdNmn9ELrt5A1D6HLndvVl7mPMH31RVFhUrjsURUVF6NOnDxYtWoQpU6bg8+fPyMjIwJUrV2Bubo6hQ4fC2dkZsbGxjPNycnIQFxeHVq1a0WWdO3dGSkoKQ9wDQHBwMJKTk9G7d2+6rFWrVvj8+bOMuA8MDISLiwsCAwNx5swZZGVlIT4+HitXrsS9e/fg5uYGb29vpfdUUFCAadOmwdXVFampqThy5AgSExORmZmJa9euwdraGiNHjoS7uzvCw8OV9gUA+fn5mDNnDhwcHHDx4kVMmzYNoaGhyM7ORlRUFNavX4+goCDUrl0bjo6OCAkJUdqfWORXN9FDXGoe0kpEZMnLy8esBX+gdec+ePHiBaZNm4aIiAjk5uYiMTERly5dQr169TBmzBiYmZnBx8cH6enp9Pm///47CgoKcPDgQbqMw+Hg3LlzKCgooMU9AIwYMQIFBQW4dOkStLQkayYHDx5EQUEBLe4BIDU1FY6Ojrh9+zaePXuG+w8e4vGLN3j+No4+zl26AV1dka26vr4B/rd5d6m2np06dUJBQQEeP34MY2NJxsWxY8fiy5cv4HK55SruASAzKYcRpj/1SyZy0vKQnSaZkBTkFCErJRdpX7IYDrdlwdKlSxEcHKzWhJNA+F7UXblfdyEYx+6+V9pGOrrO0YCIshwuQQnP/gnBzUOP6fev70bg0o67OLLkIjKTc+jyk6v8cfvYM9w99W9lDFNliMAnABA5vHUY6oY6zrao42wLJ496aNK+AWzqW6J1Xxe6vP3QFjC3MkGHYS3oMvumteDe3wXVa5qh3aDmdHnbgc1RvaYZ3Pu7wL5pLbq8wzBRH+2HSvpo09cFNvUt0aR9Azh51JNq6wZTS2N0kGrborsT7F1qwd6lFly7OclpK7kPe5ea5f7sFi5ciJs3b8LHxwdeXl4wNjYGi8VCo0aNsGHDBjx48AD6+rJ2yQBQu3Zthlj8+eefUb26/NUdS0tLTJ06lX4/duxY1KzJvL/c3FwMHDgQJiYmuHHjBtzc3MDhcKCnpwdPT08EBARg3rx5Su8nJSUFHTt2xIEDB7Bnzx4cPnwYzZs3B5vNBofDgZOTE7Zv3w4/Pz+EhISgXbt2ePz4scL+0tLS0LFjR+zatQvjx49HcHAwvL29YWtrCxaLBTabDVdXV+zZswd+fn5ISFAtO6AikZ+ckoqOfYdj31EfTJ4wGkePHsWYMWNQo0YNWvzVqVMHc+fOxdu3b9GkSRP6vqXhcDiYPHkyTE1NAQBNmjTB8OHD5QpIFouFgQMHonHjxgAAMzMzTJ48GRwOM15yamoqTp06BQ8PD7minaIo/LlkIQoKRM7BPy9ahjp166n0PACgXbt26NixI/1+8+bNsLW1VXJG2aFvrMuwqzcy0wdHmwMDI8nuiq6BNrR1taBvpAs259t/frKysmR2nwwMDGBnZ6fw/w+BUNaoI+5DYkSLTIPa1MWsvQ9VFvkHbpW+gEIoG4wtDNG0UyP6fT2XWrQukY6J37pPU5haGsOxtWav4BMTHQIAYMHhiYwUzVraHLkpmp3c62HLw19lyqduHCZTVtvRGhvvLpApH7agB4Yt6MEos7AxxZprc2Xaek70gOdED0aZgbEelp2fLtO2dZ+maN2nKaNMS6t8E1JkZ2fjwIEDMDU1ZayuS+Ph4YFVq1bhzJkzcutNTEzkvpaHWGwqanvy5EkkJiZi7ty5MDIykqlnsVjYvHkz7ty5I7d/Ho+HIUOGICgoCOPGjWNMKErSv39/LFq0CKtXr8bAgQPx8uVL2Nszv/D4fD4GDRqEV69eoVWrVjhw4ICM6JWmW7du2LlzJyZPnqywDeN+wDTXKSwqwtBRkxHyLhz9enXDlrXL8f5LtsLzzc3NcfHiRTRr1gzJyclwdpZ1ohKbQJX2twEkfx9FbQ0MDODq6or8/K/RYyghhLwCCItFIvj0ySMIfPEUANCiZRuMGTsRwmLRDpuQzwWLKn3VW3ql3tLSstT2ZYV5DeY9m1uZwNyKWaalzUHNhjUAAMWFPHwrO3fuRF6erKkSIDKhIhDKG//AT1jvG6ySuL8eFIddV98CABYOao7qJvqYtfchAGBiVweF5/0+tAUSMwo0WuQXJEcBAHK/vJGxwRcKipHzWbIbW5ASVeHjU4f5BycwdFBpuiQ2NAG+W29X5BDVggh8AuE7iIiIQHFxMYRCIdLT01GtWjW57aZOncqwv5dGeiW3NFMM6Xp5K8li0564uDilfcyYMQNCoaxY/N///ocnT56AxWJh1apVSscCAIsXL8bu3buRkZGBiRMn4uHDh4z6rVu34smTJwCADRs2KBX3Yry9vbFjh+p2mtIi/881mxAU8hZ6errYtXGVSuYaVlZWWLhwocwKvhjxM1clJJq4jaLr9u/fX6ZMUFwAQXEBvnz5gm0bVwMQidQ/lvwGbvYXRltKULoolh6nKs+7qvHmzRusXbsWI0eOlFuv6aHrCD8G6y4EY4qnauJ+9ObbcKlTDcEx6WCxWfhrish8VRWR79XNUaMFflbMMwBA1OWlMnVFGXGI9FtU0UMifIV8ExJkEApkhZ9QIJTr4Cm3rVAoVzzKa0tRlHptv3NsZY3Y3pnP58Pb2xtcrvxIJ6ampmjWrFmFjefy5cvw8fFR2E7ajENMRkYGtm3bBkBk6lFyNV4e+vr6GDZMtHvz6NEj3L4tWc3Iz8/Hhg0bAADW1tbo0qWLSvfAYrEwc+ZMldrS5wCgirJx+vQpAEC/3j1Qu6bqpikzZ85k+EKUF6NHj5Yp09IzgZ5FHaxZv4l2kp09ezYaNWsP/Wp16QMsNiPajqaiKPdLWeSECQkJQa9eveQ6NBMIFcmgNnVVFvc9XWtjZm/J7iD7q8if3N1JJXMdTaa6s2jn2nnsPjSZcJg+2NoGMLFzY5RZtxpTSm+agTq6RJMhAp/A4MCiC5jWdCWCbofRZUkxaZjrvg7L+u0EjytZQfTddhtTnVfgnpSjSU5GPhZ22oxfO29BjlQSm7s+LzDVeQV8t0kEII/Lw7J+OzG3zTokxUicYINuh2Fa05U4sOgCXUZRFDZOOIyZrqsR/UqyOh39Kg4zXVdj44TDDJEvvo/wFx/L4KkoxtHREXXq1AEAXLlyBe7u7godRPfu3VuuYwGAXr16ARA9r3HjxmHOnDlyTRmaNGkiY8N86dIlOqqPu7u7yteUFu4nT0rSeF+8eJGOaNKjRw+Z85Qxbtw4hrOomDwlZh37DvuAx+MDAFq5t5dxvFWGoaEh6tevX3rDsobFBoujg9MnjyLwuWino2Vrd4wcORIsjjbjYHO0KyzVe0FBAdasWYPmzZvD1NQUZmZm6NmzJx48eCDTNjg4GH/88Qfat+qCnPR8hL6IxKI5S+Fs74r61k6YO20+ot/EIj4iETwunz6vMF80GT516hTatm0LMzMzGBgYoG3btnLN2U6fPo1evXrRDvOnTp2CmZkZzMzMsHLlSoX38s8//6B169YwMDBA8+bNERAQ8L2Ph0DAwkHNVRb3J+Z1kzEX/VFEvo6xyAxQ19QWemY1pQ5bmTIdI833j1FXl2gyROATGES9jIVQIMSntxLTgKSYNBTkFCEhOhUFuZIV6qigOFAUhejXEsGdmZSNrJRcZCbn0KmdAeBDSDwoikJUkKRtQS5X1GdOEeM/0qe3XyAUCBH1UhJ1hhJS+BjyGTwuH/ERkji68RFJ4HH5+BjyGZRQ8p9NfB8JUfLNLsoKNpuNnTt30iYZr1+/RsuWLTFnzpxKyS3QtWtXekUdAHbt2gUnJyccP3681C8jabt8ebboipBuKy2epPtr0UK9eM6GhoZyzUu+pOcju0A2dCUAXLkhuZ6HmwviUvOQlS+/rSYRHxeLbRtEAlXfwBCr1m6u1EgwX758gbu7OzgcDh4+fIi0tDRs3rwZDx48QNeuXXH06FEAIlOZ4cOHo2PHjrh58yZ4xcWIi4nHpEmTcPHCJRRzi5GTnYPTJ85i/doNEAoohsAvLuRh5cqVmDZtGgYMGIDk5GR8+PABRkZGGD16NPT09GBmZgZzc3MsWrQIo0ePRmJiIu2UPmbMGGRlZSErKwvLly+Xey+bN2/G8OHDkZKSguLiYoSEhKB///4yEa0IBHVhqSHudbTlm8r9KCL/R0ItXaLhAp/Y4BMYzNkzFhEvYtBeKuarS+dG8F47GOY1jOn4sAAwed0QvLoTRofOBIA6jW0xa/tI+rWYkb/1gp2TDVp0b0yXmVY3wvyDE5CZkguXzhLP9T7TOsKkmhGc3CUmImwOG78e9UZ8RBI6DJOMTfy6tqM1IyqH+D7sGtvgsV/wdz2T0ujfvz98fHwwefJkFBYWgs/nY9euXTh+/Dh+//13zJs3r0Id/06ePAkOh4OzZ88CAD5//oyJEydi27Zt2Lx5M7p16yb3vJiYGPq1ubm5yterXbs2/frLly8oLi6Gjo4OwsIku0BlFdnEUE8bH5NzUM/KBKYGkpjLhYVFiIj6QL9v7lAH6QUCJGUWyO1n6dKl2LJli9y6X375BevXry+T8ZYGRVFY8cciFBaIdrvm/bYctWrXAbeSksFQFIXhw4ejd+/ejPCeU6ZMQXx8PFatWoWZM2eiR48eaNSoEc6fP4/Zs2djz549KCriYt3adfhj5RL0HtAD2rpa+HXu7zh64ASuXr2KtVtWQV8qX8HN2zfg7++PNm3a0NeysbHBsWPHUK9ePRQVFWHfvn2YOFHW2V8Vjh07BkdHRzr+f0REBNzd3elkWKr4mBAI6qKquBfDVtMmn1C+qKVLNNzfhwh8AoPajtao7WjNKGOz2YwkD2Isa5ujp3c7mfKWvZrIlJlUM5LbtkmHhjJl+ka6MpFzAKBBCzs0aMFM+qGlo4UuY1orvI/YUNVCLn4vo0ePhpubG2bOnIm7d+8CEMW5X7JkCQ4cOIB9+/bB09Oz1H769evHiKVeEj6fr7BOjK6uLs6cOYP+/ftjwYIFSE5OBiDaXejevTuGDh2K3bt3w8rKinGedBx4eRF4FFGybXp6OmxsbJCZmUmXlZXAr1nNEElZBTIiPyMzi2EzqaujjdoG+uALhHJX8desWYMFCxZg6tSp8PPzAyCaqNy5cweNGjWSaQ8Ajx8/lpt4SxpFkV0UcfbMaQS9FJm4ubVshaGD+tLinpudIJvJtpyz2fr7++PZs2c4cuSITJ2Hh+j/ZFFREc6fP4+ff/4ZANCwoej/MK+4GNv+3owaVpLIPdN/moKjB06Az+cjKTUJNWpKPgfnz4iczt3c3BjXsbGxgaenJ65cuQIfH59vFvitWrXCxo0b6feOjo4YOHAgjh8/zph8EghlhbriXkxVFvkJz48DAKL9V8hE0SlIjUZxXipdlhP/uqKH902oo0s0Gc2efhAIVYhGjRohICAAFy5cYNhzx8TEoGfPnrQDqzL8/f1pswN5h7+/v8rjGTt2LCIjI7Fo0SI6cRIA+Pr6okWLFjIiR9rmXVFGVHmUnHSIdyukdy14vG8PiSgNiwXY1zCBiYEOPibn0OY6+vrMHZKs7BywAFibGSjsy8LCgrFKPWDAAIXiHgDat2+v9G+TlZWF9u3bq3wvnz9/xu7du7+OXx8rVq2p9CRNFy9eBAC0adOGtm8XHyNGjICuri50dXXx8aPEt0X82TI2MWaIewCoWVuSpyE/L59Rl5wkmnjKu+d69USx/+Pj47/5XsQ5CaQR5wQomRyOQPhevlXciyHmOoSyhgh8AgDg6T+vkRqfySh79ygKj3xfMVZGC/O4uH3sGcMOHhA5u9479S/4xRKxxy/m496pfxlOsYDIbv72sWcozJOsRgqFQjzyfYV3j5hxclPjM3HzyBPkpDNXRl/eeIeXN94xynLS83DzyBOZ+6hohg4dirCwMGzatImOh05RFObPn1/hDn4mJibYsGEDIiIiGLb5CQkJGDx4MCMaibW1ZOdGHQGUkyPJ8GdgYECvcksnWFIUglIVeDwe0tLSkJWVhbT0DGRkZMCYwwefm483HxKQXVAMczNTGBlKEpG8j/4qQEvRy9Ix49UxS/peKIrCqlWr6Oe/YMlq1HNuDV1TW+iaiP4Ouqa2jIOtpQuOruo7K9/C27eiWN1JSUkyk5ecnBwUFRWhqKgI27dvp88Rb1OXNEctLuKDVyD57hAKBaAoIC+zAIW5XNjZiUy75NnDi0V/jRo1yvT+xJMRVXbCCARVUUfcPw1XbH5XFUW+rbso632DfivQsP9K+jCwbADLpv0ZZbU7TKvk0Srnuf8btXRJXrZ8E1BNgQh8AgDg9tFnOLTYj36fnZaHrVOO48iSi3hzP5Iuv7b/IU6vvYadsyQhGIUCITZ5HcGJlVfw6MIruvzRhVc4sfIKNnkdYYSX2jnLB6fXXsO1/ZKY6W/uR+LIkovYOuU4I7X9ocV+OLv+Bs5uuEGXxYYlYM/PZ7Hn57OIDZOY4JzdcANn199g3EduVuX8B9TR0cHChQsRHh6Odu0kpknr1q2rlPHUrVsX58+fx5UrV+iV+sjISFy4IIkI0LSpJElYeLjqcZelBVrr1q1pcdamTRu6PCqK+QXJ5XKRn5+v0nHnzh3UrVsXnp6esG/SBlaN3GDj4Ab3dp2x6Ndf8TE5BzmFPHRoKzHVevjkhUpjl3bkrciY8Xv27EFwsMg3pFUbD4war1pir/ImKysLgMiXQl1E4Wol71Ni05GRyJwoFuYWIe1LFpJj0zF2oshZNiAgAElJTNETFBQEAIwsz2WJpjvHEaoO6q7cLz7xHNeD4hTWlxT5/oGfynjEBEXcPPxELV1y6+jTyhimyhCBT6Bp6Caxbzcw1oVtA0sYmOjB2l5iN1u3aU2wOWw0bFmHLmOxWajXrBa0dbUY9vu1Ha2hrauFes1qMSIONGxZB2wOG3WbSrbvre2rw8BET3RNY4k5SUM3O7BYLDRoLhmbubUpnSXT3FqS2bVBc1Fb6fvQl3LELA/S0tKwcOFChfW2tra4efMmbXLw77//KmxbFmzevBnv3r1TWN+vXz/a+bbkeAYPHky/DgwMVPmar15JJnXDhw+nX0vvGFy7do1+zeVyERoaivDwcJUOZUm79LQ5tLnO8CED6XKf85dUHn9FExUVhRUrVgAQ7Xis+N/GSjfNEWNgIDJpun//vtJ2AoFApozFYrgMQNdQ9v+etq4W2BwWtHW10KtvD0ybNg1cLhfjxo1DbGws8vPzsXnzZjx69AgDBw7ElClTvut+CITyRB1x//FrVDkPByuM3nxbZZG/7kL5BokgSGCxWWrpktoO1vK60RiIky0BALDswnTYN61Fv9fW1cZq/zmgKIrhKe7m2Rj73y5nRKxhsVhYdHwSKCHFKG/Qwg5/By8Di81iCJipG4dh8rohjLbW9tWx48VisFjMtkPneWLw3G6MtiYWhth0fwEAphd7lzGt0WlkS0ZbLZ3y/4iLnWoVYWhoiClTpmDJkiUV4nV/9+5dNGki6+gspnfv3mjUqBEiIyMZ42ndujWaN2+O169f4969e0hNTYWlpaXCfsSInVRr1KiB8ePH0+UuLi7o2bMnbt68iTdv3iAoKAhubm7g8/kQCoWoW8MYejqSH8S8Qh6+pOfDUE8bxjpC3Ln3EEMH9oVjrW7o7xmKhIwCONYyg0GJv6mQAmJSctDEzQMuTRrjzbswhEdGw+/KDfTq2V3l51YRCIVCTJo0ifZxmDNnDmytazAy1AoFIr8CSsADWCw8vHcbRsYmcKpnA3Y5TATi4uIQEBAAb29vODg44M2bN9ixYwcmTpwo1+E7Li4OR44ckQlNKf3/DgAsa5mjek2m2ZNoEcAGLJYoTOaIESMQFBQEHR0dtGrVCgKBAA0bNsSePXswffp0jY9SQfjv8jQ8CUtPvlBJ3AdGpWDzRVF+lNVjW2PLpRCM3nwbpxd6orebndxzxCI/LacQl158Ko9bKBOKc0VOtNzsBIaTbVFWArT0TVGUJdkNLM6r+NDR6vDHuWkMHVSaLomPSMK1/Y8qY6gqQb49CQDkh3tisVhyy0v+kNNt5ZSzOWy5q5Ny27LVa6vq2Mqb4OBgvHih3CREfF/ynDClzQVKMx1Qpe2+ffvkZuErbTwsFgt79+4Fm80Gj8fDX3/9pbQPQGSzLY53v23bNpnkVLt376b9EGbMmMFY+dXT4cBARwsGOlrg8YX4kpEPE0Md2NcwwtIVa9G1XRu6XkdL8Y8n+6vjrZmRHv74czmMjUV26r8sXonUtHSF56mK+DmrYtZRWtvt27fj8ePHAICWLVti6NCh4BfloDD9E33w8kXJwQozYlGY/gl+pw/DxlwXoIQQ8so+g+vGjRvRtWtXACJHY0AU437OnDky9yEUCjF37lx0767axEnefERclpebhxkzZmDKlCm4du0aUlJSkJ6ejufPn2PmzJkKxb24nGSzJVQmi088V1nc9199DbWqiXyEtLU4ODGvG3q61lZpJX/hoOZlPfQyJS30OgAg1Gc63h2fRB9CXgFy4oIYZUmBpyp5tMqRqynU0CWahuaPkECoAowb93/2zjuuifOP458kJOwNMlTEDW5cde89qrWuDke1dmmtWmtrrVZrrdY6Wn8dbqu11VpnFdwTB06cIIKCUQEh7BUCSX5/hLtckktyF0i40Hu/XrxKnht5Qr9+n0+e+463jcYtl5SUYOfOnXBwcMDChQsNjlPLSRKdZI1BxEgDusmtVOLi4jBz5kyjIv/8+fN49OgR2rRpoxOWA2ji5glhv2rVKjIWmo7i4mJMmTIFKpUKc+bMoY2XbtiwIQ4fPgxnZ2fcuHEDI0aMMCglmVeswJOX+fBwkSDY0xEfffol3nlrDGoHM3/8SYj8Ni3C8PPPP8Pbywsv0tLx6rjJBvHdbCH+5ub+31DPpft/k5iYiAULFgDQlBZduHAhBAIBRBIXOHnVIX8cnDRfiBy9aiMlNRcP4uIRGKp5IkPdITMGtWKRORF87tw53Lhxg+zGPG7cOPLpz/r169GzZ0/s27cPd+7cwb///osBAwagrKxMJ6+E+LsoFKabipWU6M7l559+Q1JSEpKTk3H79m08fPgQCQkJSExMxNOnT40mehNfIq9du4aSkhJkZGTohMkVFRWZnQ+bKlE8PHR0bhrAWNw3C/HBnJHafjESMXORb6qhFhfwqq8pHdl4xDI0GbWS/AEAJ58QnTG/5oOrc6r/OXiBz6PD3tUn8GmPHxAfoy2Dl52WhwVD1mH11O0oL9PuwJ7cfgWzu32Pa1H3yLHiAjmWjtmApWM2oLhAu6Bfi7qH2d2+x8ntV8ix8jIlVk/djgVD1iGb0vU2PuYJPu3xA/auPqEzt03z9mJen9UGnWzn9Vmt0z6a+jmS7z2vxF+DOUlJSWjRogW+//57pKSkQK1Wo7S0FJcvX0b//v2RlJSE7du36ySeAppwh507d5Kvt2zZolOPnkpWVhY2btxIvv7zzz+NlhH85Zdf0KVLF+zbt48Um9nZ2di4cSNGjRqF8PBwHD58mDax9OOPP8avv/4KoVCIQYMG4ejRo7Sfd8CAAbh16xYWL15stGkUAPTo0QMXLlxA69atERkZiQ4dOmDHjh14nPwUsrwiPE7Pg7woDyejjmD81Ol4f/Jb6N7ZsLcBAJQoDGO/CQiR37lDBH7f/juGDxmI+3EPMW7cOHz++ee4e/cuSks1FRJkMhl2796NN954A4AmwVi/T0F5eTnWr19P/v3u37+vk0tARaVSITIyEg8ePACgEfpbtmwhn1ioVCpMnjyZFJbLli3TVBkSCCEUu0AocSZ/RBIXFBYW4vjRKMx4fxIaNA7THHNwhNDBkfb9qVBzFg4dOkR7TlpaGtauXYuhQ4di5MiR5LhYLMaBAwcQEqIJG4iOjsbo0aPRpk0bjBgxAs+fPyc72QKafIrjx48DADIzZDhz7DyePUxHfpZGZJ88pq0atWf7PpTKtaK7uFCTAL9y5UpEREQgPDwcYWFhaNKkCUJDQ+Hl5YW2bdviwgVt0hsAdOrUCYCm/GydOnUQHh5Ofrk8deoU2UE6MjJSR8gXFxcjOlrzOP3+/ft4+PChuT8lD49Rlr7VkbG4P7RgEJz0QgvZiHwu4xKgqRnvXrsVPOq0Jn9c/BvBvXZr3bFahvXluQZbXcJl+Bh8HgBA6mNNHF303lsoyC7CxX234FLRdTLuymOkPc5E2uNMxF95Ao+KR43Re28iL7MQ0ftuIaCeLwDg2aOXSL6rEdWxp+NRp3GA3rk30aQiQTc/qwgPLiYBAK5F3kV4J03t+Iv7biHnZT6i995Ch4qmWSqVCjGH70KtUuPyodvopGwFQFPWSvYiF1lpeeg3oRP5iI34HLfPWH8RnzBhAr799lvExMTgxIkTGDRoEDIyMlBSUoKgoCD069cPW7ZsQdOmuo1LPDw8DHaF//33X/j7+6NFixa4e/cuOR4REYHbt2/rnHv9+nWEhITAw8NDZ7fzyJEjqFu3Ls6cOYOtW7fi448/RlFREVQqFcLDwzF//nx89NFHZEIlHR9++CH69euHBQsWYNiwYWjWrBnat28PsViMhIQEXL58Gb1798bVq1fRvn17s3+j9u3b48aNG/j333+xa9cuHDp0CNu2bUVZWTn8/f3QullTvP7qEPyz7VdIJIbJmaUVXyyfZRbCSSyCqyO96yJEPlAfX3/zLWZN/wB7/j2G27dvY8SIEcjOzoZAIIBYLEajRo3QsWNHfP/99+jevbvOY9gVK1Zg0aJFOrvhZWVlGDp0KJycnLBlyxZSVO7ZswcTJ04kvzwQvPvuu/joo4+wZMkS+Pv74/JlbcWFRYsWacOV9OI7VUoVioq0TzmGjNAmKxsjOzsbly9fxrFjx8gQIAAYP348Jk2aRPYkUKvVKCkp0flcr7/+us69GjVqhFu3buG7777D/v37kZqaioCAALz++utYtGgRWU70/Pnz6Nu3L/k51Go1xr32JoKDg3Hs5FG0adYOBfla+z5w4CCOHIlE9K0zaNioAWbOmomHDx6R/1by8vLITtAEsbGxGDx4MB48eIDQ0FAAmqcM165dw5YtWxAUFIQff/wRbdu2RZ8+fXD27Fny2n///Rfu7u7YuHEjMjIy8NVXX5FzLS4uRrNmzTBz5kxGoWg8PPqITYQN6ot7d2f6Yg+EyJ+w9rTZmHwe21CQrdUlyXefw6eikMfd84+Q8zIfVw7dwehPBwCA2VDY6kag5uuFcZb8/Hx4enoiLy+PjGNmglwuR3JyMurXr6/TbIgOqVSKsPAwlBTX3EfWzi7OeBj/kNyV5GFHfHw8Xn31VSQlJZFjU6dOxebNmy26X1FREeLj4yEAKmLuPWDqKXRRaTkepeZCrQacJQ5QlCvRKMjTqMgHtIm3+UUKqAGEh4fDlVInv7oh/gYQCCF28YHYVZuMqpQXoDQ/HS7+jXSC2OXZUghEYihLCzn1eYjPEtzQHwKREAVZRXDzcobEWRtOVJhTjPIyJTz93cmPdO5ENFZ9txYnTpww8G8qlQoFBQWIi4vDpEmT8PHHH+Pjjz+2+mcpLS1lXSPfwcFBp5GcNWHj23msw61bt9CuXTtc+v41RDQw7NBtTNzvjk7ClHVnaa9TlCkxYe1pHI99ZiDyY5/I0PXzA7h58ybatjXsKF9dEH+H4E4TkRqzA20/Ogyhg/aLTNyu6XANDEe93jPIsYx7kZCeXcfZz/L1/g9Rr3kwovfdQk56Hoa81wMOFU9p8mSFOL7lIlr2bILwTpqqeE8fpGLJqN9s+nnY6EJ+B/8/TkhICB7GPyQfa9dE/Pz8eHFfCcLDw3H58mWMHj2aDJf4/fff8c477+jEYrPF1UnMSNwnpeVB4iBCaZkSdf1c8SK7GElpeSZFPrGTn5SWh0J51XTRtQpqFcqKZFCrtHMsl1fEtBdk6Ah8VXkpUF5qcAsuIZaI4BNkuOi4ees+LUp9noppkz/A6lWracPEhEIhPD090blzZwwfPtwm1XSI8q1sd+WEQiGaN29uM5HPw12Y7tzrY887+ek39gAApOd+0ckRKs5MQnFmks65eU+Zl1+uTrq/bijWPf3cMPbzQdUwG8vhBT4PQkJCeAHMYxJ/f3+cOXMG3333HZYuXYqyMk2Jw8uXL5MJmmyp7evKSNw7SRzg6+4IaWYhhEIBGgV5ICktn5HIr+3rioQXuRbNz5boVMdRawSmslwOgblWvHbK0oXLkZuTSxuORSU3NxeRkZE4ccL6ca9MyrfW9nXVqQwkVyiRklGA8vJyXuD/x7FU3BPYq8hXlWt8V2F6HIQiw89clK5tmqjIr1zBAx528Em2PDw8jBCJRFi4cCEePHiAkSNHIjU1FT179mTVFIuKqZLuVHHfKMhDp/67SKAR+U4SBySl5aGo1HhIBUf6RxlHIITY1Q9OPiHkj6OHpnqQs3eIzrjQwREiR7dqnrBxqAn4xOuiPDn0g0BLCkuREK/pjj1nzhzs2LED2dnZOucoFApERUWha9eumD59uk03IKjlW10kDqjl6YwGgR4oKi1Dem4xnMTaY9QvAjz/XdiI+zhpttFj9ph4G9xpIgCg2fhf0OwN7Y+LfyP4txyuMxbSe2Y1z9Y0cVceG/ixB5cfQxqfpjNWmFOMa1H3oODy02HwAp+Hh4cljRs3xoEDBxAfH4/XX38d48aNw9ixY3H06FGjFYDYoC/uRTQqnY3I57ENmc9zdMT8y5QsZD7LRl6mNtG2pLAUL1OyMOuT2fCv5Y/MzEx89NFH8PX1RUBAABo3bozQ0FC4ublhzJgxmDdvnk1i783h6SJBgwAP5BcrkJyRDxWfucZTAdud+1mbL+F6YobR4/oi/3I8v+ttK/754QSiNmqrdj24/BhrpmzH0tHrUZBdRI5vnPsP1s/eg+PbLlXHNBnDC3weHh6LCAsLw+rVq/HkyROsXLkSZWVlOHDgQKXuyUTcE/Ain1uIHIQ6T0yI5DQHSilBkYMQEAAREW1w4eoZfPLJJ+jSpQt8fHyQlZWF7OxsBAYG4ssvv0RycjImTZpk649hFF7k8+jDRty/zNEIxAaBHhi+NIqxyJ//R0yVz5vHON4VVXMAwN3bBUKRAG7erhBTQkF9gr0AaOLyuQwfg8/Dw1NpQkNDyTKGlsJG3BMQIp9JTD43UQNQAbQditWaw+QrNQTgrqr0r+Ot87pWPV8oy1VwEGv3kSROYtRtGgiBUIDy0nK8/fbbWLZsGWcqAgGAqT8xIfKfvMxHckY+Ar2Ml5rlqdnESbPx6dbLjMR9Ymouvt93GwCwZmoXLPzzOoYvjcLhhUPQoXEt2msIkT/82yhEx3F3F1+l1GysqJVlUOmMKzRj5dreF2oVtzdhZm+aiJY9tLX6Q8KDsCZ6HsSODnBy1ebYTFw8HK9O74V8WSHO7uJu4rA9rYQ8PDw1FEvEPYFdi3y1GmVF2SgrMozLLc58bDCmLDfdLbY60W/nLhBAR9wTiBy4/eA4PbcY9QM8jKY3U0W+UsndL1xSqdSi6mh81TFmzNp8CS1DfRmJ+0GLI+EsESG3GHBxFOPQgkEYsewYI5G/9K2O6LXgX2t9jEqTfv0vAEDshlEGx+TZUsjijtl6ShZD9Pih4u5jOCYUCeET6ImCrCKDY1zCTlZBHh6emkplxD2BPYt8gYMEEhcf8nW5PB9KRTEk7gE6ork0P12jmvnWJVYlt0iBZ7JC1PVzMy/y0/NtOjemSKVSNG7SFIpSufmT9XB0csajBL5viDkaBHowFveeLhK8P7AZZm/VNLtzd5YwFvmmGmpxAdfAcBSlx6Ne39kQUspkJp9YCZHEBSG9tHXwcxKjkZt8he42PFbAPlZAHh6eGglbca8oU8HFyHpKJ/LtoYqOg6MHRE7uOsNKRTEcnNx1ygAJi3PIRldcpaSwFLkv8+Hh6wZXL2cAmu8jWam5UJYp4VfHm9zBL+NozkSgtwvSc4oBwKzIr+3riucc3MWTyWRQlMpRf8DncPKpCwDIS7mG1JgdCBuzVqdeefKxFXDyq4+g9uMgz36G5BPfQyaT8QLfDGumdmEs7qO+Hopz91N1jrMR+VzGM7QDitLj4du0j06jq5ex++EaGA7fsL7kmLJMznmBr1KqsGPxYWSn5uK9VWPIHh5PH6Ri5zdH0HFIS/Sf1LmaZ8kMbj8r5eHhqbGUKJSMxX2ZUhPdKc0sgFyvjBkV/cTbEoXxc3mqnoLsYpSWlCGfInqV5UoU5hSjpLAU8iJto67iAva7y7bAy1WCEH83yPLleCYrNJn14Ebp1stFnHzqwrVWY7jWakyWX3Xxb0SOudZqDKHYCWJnL7jWakx+GeAxj4uj8f/3+uI+0Js+V4MQ+c1CfMwm3vLYhtyMAlzYcwP3LyYhPuYJOX750G08vv0MUZuiyTG2TfFsDS/weXh4qoVnmYWMxL28TEnuqAqFAiSm5jEW+c8yubvbXRPx8neDi4czvAK0TyQcxCJ41XKHu7cLnN2dyHFXT+fqmCIj/NydGIt8Hh4qTMU9AS/yuYV3oAde+6Qveo5rj1Y9m5Djfd/uhI5DW+KNLweTY7bosF0Z+BCdGoyaj9Xl4TCOYhEjcZ+YmgehQAAl1Ajxd8dzWSESU/PQONgTTmL6+FRC5D96kYcSBTdDQQAAahXKinUTbMtLNXHdmnHtAqIqLwXKS8FlJM5i1ArxNhj3quVuMOZg5P8dV/Cr+DIirfiSaCpcx1aw9emyB8eR//QmACAr4TQAIO3G3zqx0sWZSSjOTILEzQ+KQvZJuTxa2Ip7AnsO15HFabpMm7Irgtxk7pf8FAgEGP5RL4PxWiE++GDNWNtPqBLwAr8GQnyrVCr58AQe7lLXz5WRuBcJBfD3dMYzWSEcRAI0DvZEYmoeI5Ff188Vj1LzrPURqga1CuXFOdqXas2/27LiXAiqXVL+t+GayCd8OtOdw+yEsxAINf8+yuWafwcvY/frCDGCl7H7oVbxa4alWCruCexV5CvyNSU8TdkVAWGDPLaBF/g1ELFYDLFYjMLCQri5cbsRA89/F6GQmbhvHOyJghJtS3CxSMhY5Jt6D04gEELs4gOxq3bXWykvQGl+Olz8Gugk2cqzpZxOslUqdeNRVUo1ykrL4eiiu+grSsu5//+FApdEfkFBAenfmdBk1Aq41tLU9c56eBrJJ1aizbS/dZIh43ZNh2tgOOr1noGijETE755h7HY8RmAj7p9lFiCigR/tMTqR7yDidhhIcKeJSI3ZYdKuCDLuRUJ6dl11TJMRzx69REizIJ3qZS+SMuDs5ggfSgMshbwM0rg0CB247ce4bTk8FiEQCODu7o68vDyUlJRU93R4eFihL+7FNAscIfJFDGLyeWxD5vMcnQqeL1OykPYkE/kybcJtabECqYkZeJGYAZUdtYLlQkx+SUkJ8vPz4e7ubtBzgKf6YLtzP2PDRSSm5ho9rh+THyc17JHBYx22frEfJ7drq/wk3ZJi0bCfsWDwOhTna7XUpnl78d0bm3BqB7dDjvgd/BqKn58fSkpKIJVK4eHhAXd3d4hEIn5h4Kl2Sks1ceSlZUoI9fZCS8uVeJpRAKFQgBB/NyiVaiiVSpSVq2ivCfF3Q0pGAR69yEW9Wu5w1KsZXVoh/EtLSyEScSfmm/gbAGqoVUrdbo8VnSFV5QqdHXy1Wg2oVeT1XPk8xGdRqzU79sSU1RUCXlmuJEtilhNVjdTa37nyWUzZJQC4OYoR5O2CtJxiKJUqBHq7Wt2+1GqN/RcUFCA/Px+Ojo7w86Pf/eWxPWzEfV6hxr7cnBwwaHEkji0eisbBXrTnUnfyZ22+ZI2p8/wH4AV+DUUkEqFu3bqQyWQoKChAbm5udU+JhwcAoFAoIJPJ4FBeDAml02lZuQoZeSUQCgSo5emM52nF5LEieTmyCuQG1wCAQKlGVl4JMmUy1PJ0hpjSKVVRpoIstxhisRgSifGa1baG+BsAAogcSyCSaGNTVWVylMvzISnV/ZxlRdkQCEVQlZdy6vMQn8XD1xUvpNpa32q1GkqBErn5ZcjNzyXHlUIlBAIB0lLTkCcr5MxnMWaX+qjkZUiUlSLtpRhuTg6Q5ZZY/TOIxWJ4eXnBz8+PE1+GeDShNrO3XGYk7tNzirFyfywAYN173THv9yuMRX6/hYdx7ym/i28Lpn4/Cl1GtCFfN2obgm+OzICzmyNcPLRVv6atHI2B76RBKBIg5vDdapgpM3iBX4MRiUQICAhArVq1UFZWxvmarTz/DR48eIAPPvgAu+b2R2hdTez504x8TPv5PNycxNg4vSf8inVLKEbdeIov/7iqcw0V57wSvPfLeRTKy7BpRk/Uq+UBAIh/loMPVp3Evn370LRpU+t/OIYQfwMCB0dtlZny0gIAgFDsDKHQwWAcAKc+D/FZZvzvDQQ30ksKpNO8FeHjqUkZ+PnjXZz5LMTnGNutIb4c087kuQdjkrFk93X0bVUbp+68sOpnEAqFEIvFFj19fbT/C4Mk29ubxukkQ5bL81CcmYScxAt8ki0LZmy4CD8PJ0bifsiSSLInh2/FNUOWRDIS+WumdkH/RUes8RGqhNSYHQBM2xV1jMvUaRxg8O+str5PAyBxEqNRRAiePkg1OMYleIH/H0AgEHBih4yHB9DY49OnT6EuzoJjmQCJqbkYXPGY+++vhyLQpRQo0y0HWZqfqXONPrVdgC3vtsKQJZEY/Pkf5KKpLs7C06dPIRAI4OTkZHBddUH8DQBAKHZBUPs+5LGshNOQZ0sR1PFtnQXzxZVtOtdz5fMQn6WwPA+lIlfG1xWW53Hq/w3xOX54+hTOyjx88Xpbo+eOa+cNeV49fPjbBfJaLnwGfXya9ibLFBJ2FRAxitauAiJGQVEoQ+a9w9UyV3vDzcmBsbjPK1bg89fbYP4f1wBouiUzFfmmGmpxAYlHIBT56SbtiiA3OQZF6fE2n+N/FV7g8/DwVBtsE9Sy8o13P6VbNLmOSOKGwHZjENRhPDkmcfdH8omVCGo/TqcqRU5SNCSeQchNiqa7FSd4+iAVkRsuoOf4DmjepSEATajO4V/PIedlPsZ/MRiOLprPlJ3Ozd28aQPC8c1uTe14UyJ/Up+mkGYWYPneWFtNjTV+zQeSVXRM2ZVrYDiCOoxHUUYiL/AZsu697ozF/bHFQ3HzsW6PATYin8v4NRuA1JgdJu2KQOTkznmBb8xfZUizsX/tSbTt3wwdh7Ss5lkyg6+iw8PDUy08yyxgnaA2c2M02dWWDmLR9HSRYNDiSDzLLDB6Lk/VE7nhAm4cf4D9a0+RYznp+Ti47gzO/30Dd88/IsevRd2rjimaZXLfMCwa3w7f7L6JFftumTx3WIdQ20yKh3P4ehh/YqMv7o0Jd31/Zaq6Do9tMOavTu+MwbWo+9j13VFyjOthz7zA5+HhqRZmbLjIOkGtUF6OIUsiGYv8GRsuVvm8eYzTc3wH1G9VB/0ndSbHvALc0WNse7To1gjhnRqQ4617Vn/cvTG+eL0tY5HPw0OFqbgn4EU+tzDmr7qMaIOGEXUxZFp3coxpw7nqgg/R4eHhqRbYxLASCWo/v98Ns7dcxpAlkSavJRbNPgsOQcbhTXylohBZCachcfcnx7Ientb8N+GMQet3ec5zm8+RDc27NCRDcwiEQiEmLx1hcG5QQ3+DMS5BhOcwCdfhKnkp1yDPlgIwbVelealwCwpHaUVXUh7LYCvuCew5XCcv5ToA03ZFkF9xLpcx5q/qNQ/Ggt3vVcOMLIcX+Dw8PNUCmxhWIkGtrr87ji0eikGLIxmJ/HXvdcery47SHucK8mwpkk+sNBh/enqtwZiq3HgOAk/VY+8in6hwQoXOrpSKYlob5GGOpeKewF5FPhFTz9sV9+AFPk+VIZVKK2p7s8PPzw8hISFWmBEPl2ETw0pNUGsc7MVY5Jt6Dy4gcHBCYNvRCGo/jhzLSjiDp6fXIuL9/RBQdsTidk+Hk2dt5CZfobtVtVOuKNd9XaZEQXYRvAM8dMYLsosgdrSfpceeRX7YmLVw8W8EwLRduQU2Q0iv6SjOTMLDf2ZX13TtFjbivqYVCgjs8CbSr/9l0q4IMh8cxbPzv1bHNBmRn1VkMEb4KydXR3JMpVQhN6NA03yQw9iPl+XhNFKpFOFhYSguKTF/sh7OTk54mJDAi3weAPSLpX4FCjYin8sIhQ4QisQ61SeIx9wCg3EJIOKuy94w9x98f2oOWUf6pw924sHFJLzz3WvoXiGKpfFpWDp6Pdy8XfHhj2Orc7qssFeRT7UhU3ZFjFEFGg8z2O7cz9wYjTPLRpgNLyRE/tqpXaww66pDWOGTTNkVgUDIXf8FAGun7TDqr5Yf/4QU+TsWH8aFPTfQ+40O1Tlds3D7r81jN8hkMhSXlGDLjF44fD0FB6+mYP7oCLNVJlYdiMWBmBTIZDJe4POwWixrisivKRTmFEOtVpMCPztNUwYzh1IOsyCnGCqlGoU5RVCWcbsChT72KvJ5rAcbfyWveMJFFApgkkM0ZEkkXyjAxhjzV+UKJVDR5iO7IhE6T1ZYDTNkDi/weaqUsLreGNe9EWZtvoQV+2IR4u+OSX2MV8uY+1oEDsSk2G6CDOHDjWyPJTGsvMjnDlNXvK5TVeLTrZOQfPc5WvcOI8ead2mIOVsnwd3bBWoVtx9v06Ev8gdG8P/W/6tk5csxdd1ZRv6qoESBNQfvAKh5hQJqEmPnDUC/idonJlR/5Ub5//TeqjGIj3kCr1ruuHWSu3X9eYHPU+UIhQL8+G5XAMBH6zWdHk2JfK4hlUrRuElTKErZJzRKHJ2Q+IgPN2JLZRLU7FnkKxWFeHFlG3IozauKM5MAaGJYhSKJzjhxjIv41fbSee0T6AmfQE+D84gqO1xt837kegoiGvgZPU4V+WnZxsu1coHkYysgFGvyUMzZVVF6PFRlfBI3U2ZujEZpuYqRuB+x7BieV8R317RCAUQitym7oo5xmfBODeEgFumM6VcFAwA3bxd0GNyCsz6MgBf4PFbBnkW+TCaDolQO9zoREDm5AQDZPdSrkbYGbn7KdajK5fCq3xkQOUApL0TB81g+3Iglla0+Adi3yAcA10BtKbnSvFQoFcVwC2ymExPN9cWxprB8r/knj/o7+VzFya8+xM5eAMzblWtgOMpKciHP5XYpVq5QKC/H6W+HMxL3cdJszH2tNb7do+mpUJMKBQgdnKAql5u0K4Ly0kIo+FKsNoMX+DxWw55FPgDU6TaVbPN+e+NYBESM0mm7nfXwNJJPrESDwV9C6CBBUUYi4nfPqK7p2iVsxX1xaZnRY3SLJtcRSdwQ2G6Mjl25BYUj+cRKhPSarpOgVpQeD4lnEPllk4tkSLNxemcMuoxog3rNg8nx6H23kJOehyHv9SB3yApyubn7PfKVUEb+6ovX2yItuxibTnD3EX1Q+3GkDzNlV66B4ajXewaKMhI5bV9c4uf3uzEW94cXDsHj9Hyd4/a+KUEQ2H4sUmN2mLQrgox7kZCeXVcd02QFnb/KkxXi2JaLaNWziU4DLC7DCYH/6NEjnDp1CkVFRQgLC8OgQYMgFrPL5r99+zbOnz+P8vJytG7dGn369GHdZezSpUu4cuUKxGIxOnbsiM6dO5u/iIJKpcKpU6cQGxsLd3d3dOvWDa1atWJ1j5qGvYt8HuvBJoaVSFCbs+UyTi0dDndnCe15+ovmysns/g3zVI79a0/iWtR9PLn7nGwKk/MyH9u+PAAAqN24FtoNaA4AuHLwdnVN0yRzR7aBn4czI381uW8YpwU+j/Wo6+9u9Ji+uO/QuJaBwAdqjsivSRjzV8e2XMTxrZdwLfIeVl/4DIBG83GZKuuzGx8fjylTpqBpU+birbCwEJMmTUJYWBh2796N+/fv46OPPkL9+vVx4sQJRvd4+fIlhg4dinbt2uHo0aO4ffs2xo0bh+bNm+PmTWaPTxMTE9G5c2f069cP0dHRuHLlCvr164fOnTsjKYnZY/Fr166hefPmGDNmDG7evIkTJ06gffv2GDZsGF6+fMnoHjUVQuRP7ReOj9ZfwPYzCdU9JR4OMHNjNOsEtSfp+Rix7BgKShRGzycWzbxiBWZu5HcjbUnb/s3g6e+OjoNbkmPuPq5o0a0Rghr6o36rOuR443bcDGMT8P6KpxLQiXtTUP3VkCWRSM/h5pOt/wrG/FWrnk3gHeCBziNak2NsN5FtTaV38C9evIiVK1fiyJEjUKvVqFevHqPrcnNz0atXL9y5cwdbtmzBlClTAADFxcUYMGAAhgwZgl27dmHMmDFG7yGVStG9e3ekpaUhKioKAwcOBKCJoe7atSt69OiB48ePo1u3bkbvERsbiz59+gDQ7OC3bauJrXz8+DE6d+6MLl264MKFCwgLCzN6j2PHjmHkyJEICgpCbGwsGjTQPL65du0aevbsie7du+PChQsIDAxk9LepidjjTn7Ry0dQKjTOtlyeh4IXd+FKabtd8Pyu5r8v7kIgEkOew8eusoFNDCuRoPbju13x6dbLGLHsGA4tGGR2J7/vV4etMfUqQ6koNGtXBMWZSSgv5XZZto5DWqLjkJY6Yw5iEeZsmWRwbv2WdQzGuII9+is6qD7MlF2plArkP7/D+7BKwlbcE9jzTn7xy0QApu2KHMtItPn82GLMX4V3akDu3NsLFgt8lUqFDz/8EM7OzpDJZKw7er311lu4c+cO3nrrLVLcA4CLiwu2bt2K8PBwTJgwAS1atEB4eLjB9WVlZXj11VchlUqxYMECUtwDmlKFv/zyC/r374+RI0ciPj4e/v7+BvfIycnBsGHDkJubi02bNpHiHgAaNmyI7777DtOmTcOIESNw584dODkZJrs8efIEY8aMQWlpKTZt2kSKewDo2LEjPv30Uyxbtgzjx4/H2bNnyRrRNZXL8elGK1DQLZqtQn1tNje26McK5ktvIl9q+FQo8dACW02pRsEmhpVIUGsW4oPDC4dg+NIoRiL/5/e7YfyqU1b6BFUDG7viE9RsR00Q+XTxznR2Jc+W4tH+ebaYUo3FUnFPYK8in+iszdsV97BY4AuFQmzYsAEAkJeXB29vb8Yif8+ePYiKigIAzJo1y+B4kyZN0KdPH5w6dQrTpk3DxYuGjR7Wrl2LO3fuQCgU4uOPPzY43q9fPzRu3BiJiYmYNWsW/vzzT4NzFixYgNTUVHh7e2PSJMNvbG+//TbmzJmDR48eYenSpVi2bJnBOTNmzEBhYSGaN2+Ofv36GRz/4IMP8N133+H8+fPYvHkzpk2bRvs3qSnM/yMGDQI9MNjI43f9RfOL1yNsOT1WNBz6NZx9NU+k7u+YAr9mAxHYfhx5POvhGaRd24nmb22AQCRGSdZTPI5cUl3TtTvYxLBS41c7NK7FWOSbeg+uYM6uCOJ2zYCzbz2dsnNcgs7/q5QqCEVCgzGB0D42Ouxd5FN9mCm7cgsKR0iv6bwPsxA24r6mFQrwaz4YsgdHTdoVgSz+FNKv/1Ud02QEXUw94a/0N2dVSm7H3wNVFIPv6ekJHx8fxucvXboUAFCrVi20b9+e9pzBgwcD0ITNREfrxtHK5XL88MMPAIB27dohICCA9h6DBg0CAOzevRtPnz7VOZaamootW7YA0HwZoEvqdXJyQq9evQAAP//8M4qKinSO37hxA0ePaurTDhkyhHYOderUQYsWLQAAK1euZP2kw97o3DQAb6w6iaM3pUbPocbkL98ba8PZsUPi7g8nr9pw8qoNBydPOHoGk681P5oqIcS4xN3wKREPe5gsloTIj5Nmm43J5zIiiZtZu6KOi92M12evbrYvOqTj3zbN24v3Wi7BzZNx5Fh6sgwzOy3HwmH/Q3lF4jTXseccIqoPM2VXvA+zHLY793O2XGacQzRkSSSy8rndm4CwGVN2RfxIOOy/AODbsRuN+qsyyhezfWtPYlrzxbh+7H51TJMxVZYh4OzszOi8Gzdu4P59zR+lXbt2Rs975ZVXyN83b96sc+zIkSNkl1FjXxCo91CpVNi6davOsb/++gsKhYLxPfLz87Fnzx6dY7///jv5O5N7JCUl4dy5c0bPqwksfasjBkbUZSzyR74SarvJ8XAeNotlTRH5NYUXjzJ0utMm3ngKlVKFlHsvyLH0ZBmK8+VITcpESbH9/P+yZ5HPYz3Y+KvyciUAvlAAl1Gr1Eb9VXFBKTmeeFMKtVqNZwncDpmsMoEvEonMnwSQoTkAdOLV9aEmtZ46pRtDW5PuUdMQO4jwx+y+jEX+3JFtbDc5Hk5jSQwrL/K5w8Qlr+qE43z861t448shGPJeD3KsVa8meOe71zBn80S4e3E/vpgKL/J5qBSXljH2V4oyJX47+gCAplAAE39FiPxCuX086aoJDJzS1ai/8vRzI8enLh+FcV8MwoDJXapjmoyxeR38q1evkr/XrVvX6Hm+vr6QSCRQKBRITU1FamoqgoODWd0jKCiI/D02Nhbl5eVwcHCAWq3GtWvXWN/j+vXr5O+ZmZlITk6u1D1qKhKxRuRPWHsab6w6iV1z+xuNyedyLO6zCxsgcnQFoKmi8+LKNhRS4p/zkmMAAElHFkMgEkNZWkR7Hx7zVCZBjU1MPtdQKgrN2hUB0fqdq9QNCzR4rT8mFArRvaILLFfbvLMpFMDlHCJA14eZsytFYSbvw1gwZ8tlPM0oYCTuJ6w9jbtPswCgxhUKSI3ZAcC0XRHkP7tt6+mxotOwVnB2cyRfU/0VFf+63hj4TlfO+jACmxfxpNaVJwS7MTw9PQ2uU6vVePLkCaN7eHl5kb+XlJQgNVXzPyM9PV0nnp7pPR4/fkzGmFI/h4ODA2rVMv4PnHoPpnX17R1C5DPZyef5b1PZ6hMAv5PPU3XM/yOmRuQQ8ViXJ+n5jMX98dhnmDFUWz6Wjb+yh0IBPNzE5jv46enamCU3NzcTZwKOjtpvUrm5ueR/5XJt0ompe1CvJ64NCQnRmQObe6hUKhQUFMDDw0PnHi4uLibLX9J9DjpKS0tRWqqN88rPN+x8Z0+w2cnnInV7vE+2eb+9cSwCIkYhqMN48njWw9NIPrESjYYthtBBgqKMRMTvnmHsdjw0sBX3ZRVxrHTQ7eRzHZHEDYHtxpi0K4K4XdMh8QxCbhJ3Y3Lzswpx5d87aNuvGfzrepPj96MTkZNRgK6vtSGbw8g5GoNPFAow5a8IkS/LL8HBqym2nSALqD7MlF25BoajXu8ZvA9jwY/vdmUs7nfN7Y88PXu35yePVII7TURqzA6TdkWQcS+StnQr16DzVyWFpbi47xbCXqlv8GSSq9h8B7+4WNulzcWFeQwmIXap13PlHpZcT8fy5cvh6elJ/pgK+7EX+J18HmOwiWElEtQW/nkNijLzIp/YGTNVko6n6vn7+2P4e8UxbJm/nxzLkxVizbs7sO3LA7h77hE5fmn/reqYolnYFArgc4j+uzQLMV45UF/cG/uiyD955B7G/FXUxgvY9V0U/veRtuQ6XVlNLmFzgU9NxqUrTUmFqHIDABKJxOB6c/egXm/Ne1jyOeiYP38+8vLyyJ9nz56ZvK+9wIt8HjrmbLnMOkHtSsJLTFh7mrHIn7PlcpXPm8c4jdqEQCAQoDFF0Li4OyK4kT9cPJwQWF8b2x5sQSiWLWBTKIDLOUQ81QNTcU/Ai3xuYcxfhbasDaFIiMbt65FjXG9cavMQHXd3dzIMhRpqQwf1uIeHB3m9sXNMXW/uHsZ24fXvQVxLvYcln4MOR0dHg7CimoI9husoCjIhkmjsolyeh9K8VMhztSW05LmanI7SvFQIRGIoCjJp78NDz5P0fER9PZRVgtryCZ2wYOdVTFh7Gn/M7guJmL56F7FoDlkSaZW5VxVKRaFZu6KOU19zkd5vdkTPce11qumIHcVYeuRjqNVq8nE3AIS/YrzyWHVjj/6KDqoPM2VXDs6ekOe+4H1YJWEr7gnsOVyHsBlTdkWeWyiz+fzYYsxftevfDBvvfa3j23iBr0fdunXJGvb6jaOoKJVKFBQUkK9DQjT/UFxdXeHt7Y2cnByz98jOztZ5TdyjTp06OuNFRUVGBT71Hv7+/mS9f2r4jKk56N+DmENNJU6abbQCBd2iyeVW3PodHWVxxyGLO25w3oM/37fVlGoUbGJYZwxtiZ8O30OX8EDsmtsfb6w6yUjk//huV0z75by1PkKVwMauuNrFlop+51pAsxByfTHUpyaIfLqutHR2lS+9ifs7pthiSjUWS8U9gb2KfNkDTbPPmmRXxvwVnW/jMjYX+C1atEBsrKbywIsXL4yel5mZSVascXJyQqNGjXTuQXS3ffHiBTp06GD0HgT169cnRTwR306EwLx48QL+/vQd/Kj3IDrSApra9g4ODigvL0dxcTFyc3N1quUwuUdNZNbmS2hS28uocNNfNJe9/QrteVwgpPdMOHlrvgw+2j8PHiHtENh+HHk8++EZyOKOofGIZRCIxJDnPLeLBCKuwCaGlZqgNrhdCGORb+o9uII5uyJ4tH8eJB6BUORzu7lKTcLeRT7Vh5myKyefEIT0msH7MAthI+5rWqEAr/qdkZt8xaRdEWQnnCW/EPBYH5t/HenVqxf5O7XcpT7UYx07dtSJXbfkHt27d6/0PKj3kEgk6Ny5c6XnUdNoEOiB4UujcD0xw+g51Jj8+X/E2HB27HANaAKPOq3hUac1HJw84V67Ffnao05ruNdpBQDkuGtAk2qecc2AyWJJiPzjsc/MxuRzGZHEzaxdET8u/o3gUlERhYvs/0m3Vvfe1SfwaY8fEB+j9X/ZaXlYMGQdVk/dTiZOWwOpVIpbt26x+omPp386Ys85RFQfZsqu3Gu35n2YhbDdua9phQJcAjQ+yZRdkWMc9l8AsObdHcb9FeX/2cntVzC72/e4f5HbZc9tLvCHDx8OBwfNg4ObN28aPe/Bgwfk76NHj9Y5NmrUKPJ3e7qHWCzGiBEjjJ5XE1gztQuahfgwFvmdmwbYcHY8XIfNYllTRH5N4X50ElRKbVWJK4fuIOdlPu6d11aieHL3OdIeZ+LBxSQU55nOXbIUqVSKpk0ao127dqx+3n77baP3tGeRz2M92PgrtUoTkcAXCuAuBdlFRv1VQbY2FPta1D3kZRbi4bVkuttwBpsLfH9/f7z55psAgBs3bhgtG3n5ssaoPTw8MGHCBJ1jbdq0QY8emnbC586dI0N5jN2jQYMGGDx4sM6x4cOHo0EDTZLXmTNnjM6XuEePHj3QsmVLnWOTJ08mk2aN3UMul+PWLU05uDfeeAM+PtwPGagMLo5iHFowiLHIX/pWRxvOjofLWBLDyot87jDmswE6Marvrnwdg6Z0xcCp3cixNn3CMHJmH7zz3Wvw8HW1yjxkMhnkpQps/KgnLn3/mtGfTdN7wtXRAS3r+eDkN8Pw9fj2Ju/Li3weKmXlzP2VSqXGH+cSAGgKBTDxV4TIf5Ju3/1w7InOr7Y26q+8A7QFUt5eNAwDJndBnze5rV+qLAZfqdQYKpO6oIsWLcLevXtRXFyMgwcPYuLEiTrH5XI5jhw5AkBTOpIutv27775Djx49kJqaiujoaFLwE6Snp+PixYsAgGXLlpFPDQhEIhGWLVuGN954A1evXkVKSgpCQ0N1zrlx4wZSUlIgEAiwfPlygzl4eXlh/vz5mD9/PiIjI1FYWGjQNOvIkSOQy+VwdnbG119/bfZvUxNwd5bg0IJBGLHsGIYvjTJZBlHsQB87zQXSbvwNsbMXAE0VnRdXtulUAchOOA0AkJ77BQKRGGUludUwy5pBZRLU2MTkcw2lotCsXREQrd+5in5VnPBODRDeSXfMQSzCq9N7A4DV27w3r+djNOH/emIGPt16GS1DfclkxmcyzQ4dm0IBXM4hAnR9GBO74n0Ycxb+eQ1XH2UwEvezNl/CuftpAFDjCgWk39gDgJm/ynt63aZzY8uAyV3g6afVcFR/RaVe82DUax5sdR9WWapsBz8vL0/nv6Zo2LAh1qxZAwBYsWKFQZnJH374ATKZDD179sTcuXNp79G1a1fMmzcPAPDNN98Y7OIvWLAA5eXlePPNNzF+/Hi6W2D8+PEYP3481Go1vvnmG51jKpUKX375JQDNl4wuXbrQ3uOzzz5D165dUVBQQH4mgpKSEixZoqli8NNPP5FPDP4LECKfyU4+V5HLklGUHq9TuYR4XZQeD6VC0+ysMD0ORenxkMu4/biOq1S2+gRg/zv5puxK3wZ5Ksf1xAwMXxqFZiE+tJVKZm2+VCNyiABdH2bOrngfxo4rCS8Zi/stp+LxTt+m5Dgbf8X1QgGqco1+M2VXxA9fIMC2VGoHPz8/HzKZDH///TdZ0jI/Px/Lly/H+PHj4efnZ1BznuD9999HZmYmFi5ciBEjRmD58uVwcXHB+vXrsW7dOgwePBi7du0y2Hmn8u233yInJwcbNmzAhAkT8OWXX6KsrAwrV67EX3/9hcmTJ2PDhg0mP8PWrVtRVFSEbdu2wdvbGx9++CFkMhm+/vprnDp1CvPnz8e3335r9HqRSIRDhw5h6NChWLJkCRwdHTF27FgkJyfj888/x6NHj/C///0P06ZNY/AXrVmw2cnnIvUHfUG2eb+9cSwCIkYhqIP2yyLR+r3Z+F8gdJDwbd4tgK24J+JY6aDbyec6IokbAtuNMWlXBHG7pkPiGYTcpOjqmCojSosVuHMuAc06N4QbpQSuND4NBTnFaN6lITlmzSRbY5gT94C2UIApf0WI/OHfRiE6jruiherDTNmVa2A46vWewfswFiyf0ImxuP/1gx5wFIuw7XQCedyenzxSCe40EakxO0zaFUHGvUi7qNJE66/KlLh95iEatKoDnyDPapwdcyq1g//mm2+iYcOG5E43wZdffokGDRqYFbVfffUVzp07B5FIhEGDBqFdu3aIjY3F7t27ERUVBU9P039EkUiE9evX48CBA3j+/Dm6deuGHj16ICcnBydOnMC2bdtMdo4FAGdnZxw4cADbtm3DxYsX0bZtWwwdOhQeHh64evUqvvvuO7P1m319fXHu3DmsXr0af/31F1q0aIE333wTLVq0wN27dzFjxn/XYdaEnXwe68AmhpUQ9qsO3oaKgcgndsZMlaTjqXp2rziK9bP3YOPcf8ixguwiLB29HmumbMeDy4/J8Uv7Y206NybiHmBXKIDPIfrv0iU80OgxfXE/qU9T2vPs/cljTcSYv4raeAG/ztyN1VO3k2NMQtKrk0rt4BNx8pWhZ8+e6NmzZ6XuMXLkSIwcOdLi60UiESZPnozJkydbfA8nJyfMmjULs2bNsvgeNRV738nnsQ5sYliJBLWDV1Mwa/Ml/PhuVwiF9F+8qTtjuUWlVpk7Dz1EIppPsBc5JnZ0gJu3KwpziuBO2dV393XTv9xqMBX3gLZQgL3nEPFUD0zFPUFN2cmvKRjzV96Bmg1nX8ruPdeb99lXWy4eu8Ued/LVyjKoyhWaH2WZ5od4XTFGPU+t5Ha9Yq7BJoaVSFCbPzoCW07FY9bmS4x28q8kvKzyeVclKlW5WbvSjisAZXk1z9g0wz/qhVXn52LikuHkmJOrI5Yf/wRrL36OkPAgcrxt3zCbzImNuCewR39Fh74PMxirsCveh1UNbMU9gT3v5KsqfJIpuyJ+1Cpu+y/AuL/q/npbrL7wGWau15bT5brAt3knW56azbPMAqMVKOh28h043Pr54T+zdV6nXduJtGs7Dc6L3TDKYIzHPGxiWN/p2xTbTidgWIdQhPi746P1FwDA7E7+8gmd8NnvV6wy/6pAXS5nZVfybG6XZhQIBPAJNAytdHJ1BKxTFdMkbMT9y5windc14cmjvg8DjNuVLO6YLaZUY7FU3BPY605++vW/ANQsuzLmr6ilMu0BXuDzVCkzNlxEeF1vNKY8oqeiv2iunkJfnYgLBHeaCEcPTZxl8omVcPIJQVB73WTIfOlN1Os7G0KRGKX56UiN2VFd07U72MSwUhPUiIWTicg39R5cwZxdESSfWAmhgxNZtYLHNHHSbHy69TIjcZ+Ymovv9902GLd3kU/1YabsSiRxQUivGbwPsxA24r6mFQpwDQxHUXq8SbsiyEmMRm4ydzdcahrc3T7lsUvcnBwwaHEkElNzjZ5Dffw9a/Ml202OJZ6hHeEb1he+YX3h4OQJ36Z9ydfEDwD4Nu0D37C+8AzlE+6qAiaL5aQ+TfHrBz0YhetwGZHEzaxdET8u/o3gEdqhmmdsnNN/6paMPLn9CpaN26hTK7owpxhrpm7H7wsPWT1BbdbmS4zF/aDFkXCW0O+W2nO4DtWHmbIrnwob5H0Ye9ju3Ne0QgGeFT7JlF0RP1z2XwCw5Yv9xv0VpUt3zJG7WDp6PR7feV4d02QML/B5qpR173WHp4uEschvEGhfj7x4rAubxbKmiPyawsV9sTqLYNSmC3h8+xmu/HuHHIu78hj3Lybhwp4bKMgptup8GgR6MBb3ni4SzBsVYfQ8exb5PNbDkrAcolAAU5G/8M9rVTllHhM8f/TSqL/KzSwgx0/+fhnJ917g5okH1TFNxvACn6dK8fVwQtTXQxmL/DVTuRuiw2NbLFkseZHPHYa81x1CSk7NG18OQcehLdHnLW2319a9mqLnuPZ47ZO+8PCxblD+mqldGIv7qK+HwtPN0eT9eJHPQ0XN0l8dvqZpIlbTCgXUJJp3a2TUX1Hj70fN6Y/2g5qj+6i21TFNxvAx+DxVTqC3C6K+HoohSyIxaHEkji0eajQm38VRTDvOBWQPjiP/6U0AQLk8D2k3/tY5nlXR+j3txt8QisRQFMpsPseaQmUS1NjE5HMNpaLQrF0R0LV+5xIdBrXQed1xSEt0HNJSZ8zRRYJJ34wAAKu3eTflW/TFfSClHB6bQgFcziECdH2YObuSuPnxPowFqw7exqFrKYz81Yp9t3AgJgUAalyhAFncCQCm7YogN5nbnZ9Hz+mPWpTOwVR/RaV5l4Zo3qWh1X1YZeEFPo9VYCPyuUp2wlkIhNq4XFVZMV7G7idfl8vzAAAvY/dDKBJDreJ2rCRXqWz1CcC+Rb45u+KpWkyJe4BdoQAu5xABuj7MnF29jN3P+zAWHLyagt8+ZCbuv9l9E691CiVFfk0qFKDI13RyNmVXBIQN8tgGXuDzWA17F/lNRq0g27zf3jgWARGjENRBt9pJ8omVaDPtbwgdJHybdwuoCnFPQLdoch2RxA2B7caYtCuCuF3TIfEMQm5SdHVMlRHKciWS775ASLMgSJy0i312eh5KCktRu5G2Ao1abftwKnPiHtAWCjDlrwiR32/hYdx7mm3lWVsO1YeZsivXwHDU6z2D92EsmD86grG4XzS+HUJreZACH7DvTQkqwZ0mIjVmh0m7Isi4Fwnp2XXVMU1WGPNXT+4+R1ADf7i4O1Xj7JjDx+DzWBVC5DOJyef5b8E2hhUAfj/90ORx/Zh8UyXpeKqef1adwHdvbMKmeXvJseL8EiwYvA6Lhv2MpFvaOv4xR+7adG5MxD3ArlAAn0P032VYh1CTx6ni/ovX6WO1+Rwi7mHMX53cfgXLxm7E6inbyTFrVwKrLLzA57E6vMjnoWPVwdusE9Q2nYjHin23TJ5LXTRXHbxdVdPlsWOYinuAXaEALucQ8VQfTMQ9AS/yeawFH6LDY4BUKoVMxi7ZKj4+3uRxew/X4al62MSwEo+2pw0Ixze7NUmDphZO4p4f/nahaibLw4gxcweg/cDmOi3eXTycsezoTINH3p2GtcKJbZetPic24p6A91c8lsJG3BPUlHCdmoAxf9V/Umc0ahuCwPrapGGhkNt75LzA59FBKpUiPCwMxSUlFl2flW+8yybdosllHu3/QidB7cWVbbQJQ7c3jeOTbC2ATQwrkaA2uW8YgnxcGIt8aWYBlu+NrdJ5VyVKRaFZu6KOc7mKDgCIHERoFBFiMO4T6GkwJhBYX8CwEfd5haU6r2uCyNf3YYBxu8pJvMD7sEpiibgnsFeRT3Q+NmVX1DF7wJi/atCqTjXMxnJ4gc+jg0wmQ3FJCbbO7I2mtb10jj3LLMCMDRfh5uSAde91h6+HNtHkROwzLNl9AzM3RuPMshFGF1L9RXMth2NYfZr2Jkt8vbiyDUKxCwIiRpHHsxJOQ54tRUDEKLJMZua9w9U1XbuDTQwrNUGNWDiZiPxhHUI5LfABmLUrghdXtlXH9OyWZ5kFmL3lMiNxn55TjJX7De3E3kU+1YeZs6uAiFG8D6sElRH3BPZYKEDiEQhFfrpJuyLITY5BUbrpp/08VQcv8HloaVrbS6cWdGJqLmZvuQy/ivhU/cUy4UUuAKBQXo4hSyJNLqjURXPGhotW+wyVxa/5QLICxcvY/QZVdCTu/kg+sRJB7ceRVXT4xbFq0F8sd0fr7lyzEflchq6Kjr5dEeQkRXO6is71Y/dRr3kw+fpa1D3cOhmHUbO1taVLixXYveIofAI90bJHY6vOZ8aGi0b9FZX0nGIMWRKJEgX97rU9i3yqDzNlV66B4QjqMJ73YRbCRtz/fvohIhp0M3pcX+RPrkRlMVvg12wAUmN2mLQrApGTO6cF/t7VJzBh8au0/mrYhz3Jp44PLj/G+d3X0bZfeHVO1yzcDiDi4QRsHnP//H435BUrMGRJJNJNtKInFk03J/47Jo8uTBfLL15vi0Xj2+Gb3TfNJt7yWJ+ojdFQKbVVJXZ9F4VrUfdx5s+r5Nidcwk4//cNHPjpNPKzi6w6HzcnB8biPq9Ygc9fb2P0PL5QAI8x2O7c84UCuMuDS4+N+qucl/nk+P41J3Hj+ANE7+f2usMLfB6TsE1Qq+vvjmOLhzIW+eve617VU+axY9gulrzI5w7dXo+AUKRdUoZM64GGEXXR+dXW5Fizzg3Rolsj9BjbHu4Mkl0rw7r3ujMW98cWD0WAt6vJ+/Ein0cfNv4quqLrKVEogKnIP3g1paqmy2OGOk0DjPorr1ru5Hj/yV1Qv1UdtBvQvDqmyRh++5THKJYmqDUO9sKxxUMxaHGk2XAdahw/18hLuQZ5tqYObrk8D1kJpyFx9yePZz3UtH7PSjgDoUiM0oqOfjyWYWkMqz2H6ygVhWbtiqA4MwnynOc2nyNT+r7VSed1/0md0X9SZ50xN28XzNkyCQCs3ubdlG/RF/eNg71w87GmchibQgFcziECdH2YKbsqzUuFW1A478NY8Pvph9h0Ip6Rv9p+JgHbTicAQI0rFJCXch2AabsiyK84l6tMXT5KJ8yQ6q+odBrWCp2GtbK6D6ssvMDnoaWyCWpsRD5XIaoDEMizpUg+sdLgvKen19pqSjWWyiao2bPIZ2NXqnLj4pOHGXTingqbQgFcziECDH0YQG9XSkUxrQ3yGIeNuP9o/QX0ahGEc/fTANSsQgFETD1vV9yDF/g8tFRFgpq9i/ywMWvh4t8IgKYEWEDEKAS1H0cez0o4g6en1yLi/f0QiMQozkzCw39mV9d07ZaqqD4B2KfIFzg4IbDtaJN2RRC3ezqcPGsjN/lKdUyVEWq1Gjnp+fAKcNepES0vKkVZaTncfUyHwVgbc+IeYFcooM+CQ5AVWHnSlYDqw0zZlVtgM4T0ms77MBZMGxDOWNxP7ReOzk0DSIEP2Ke/oiOww5tIv/6XSbsiyHxwFM/O/1od02SFMX+V8zIf7j6ucBCLqmlm7OAFPg8tliSozf/jmsE59izyBSIxWRVAKBJrfihVAojHkcR5VOfGNSxpXgYAfn5+CAkxrGteVbAV90eup+hUd9JHf9EcSFOTnUsIhQ5m7Uo7LgFE3HbZh389h4PrzqDH2PaYvHQEAM1iOX/gTyjMKcLCvR+QTbBunX5o07kxEfeAplDA7C2XGYn8de91x6vLjlpx1pVD34fpj2nGJXbhw7jG5L5hJo9Txf2P73bFnkuPDc6pCSJfWOGTTNkVgUDIbf8FGPdX0ftuYduXB9CiWyMybEet5nbXYe7/tXmqBbYJakT8Kh32LPJrAlKpFE2aNEFpaan5k/VwdnHGw/iHVhH5bGJYiQS15XtjEeLvbrJBFnXRTMs2nuTNU/UQlSayKQmoZaXlKMwpgkqpRgEl6b4gq9Bm82Iq7gFtoQB7zyHiqT70xb2phlU1QeTXJIz5q5x0TZOurDRtsy5e4PPYJZYmqBmDF/nVh0wmQ2lpKab9MBrBDTXJnAp5GRJvPkX9lnXgQvl/nZYsQ3G+HA1b10Hq40xs+mwvZDKZVQS+JQlqI18JJetDMxX5PLZj/BeD0axzQ4R3akCOufu4YuHeD1CQU4zmXRqS411HReDcbusn3bER9wS8v+KxFDbinoAX+dzBmL8a8l4P1G5cC/Up3WypYYhchBf4PKwwt1gWl5YZvZZu0eQyycdWQCjWiN9yeR5eXNmGHEqToeJMTfOluN3TIRRJoCrjdgJkcEN/nQoBjdvVMziHetzasIlhJRLU5o5sAz8PZ8YiPy27GJtOcLexilJRaNauqOPEMa7i6CJBh8EtDMaJx9xUHBysH8fKRtzLFeU6r2uCyKf6MHN2VZQez3kfxnUsEfcE9iryiURuU3ZFHbMHaP2VWMT5spj6cPvrBw+nYLJYztlyGQUlCqP3IBZNok6+qZJ01Y2TX324BobDNVBb5ot47RoYDpFEs9i7BTaDa2A4nPzqV9dU7RI2MawTemmEvEAowI/vdsXUfuH4aP0FbD+TUKn34Aqm7ErfBnmYkZUvZyzuC0oUWHPwjsG4vr8y1deDi1B9mDm74n1Y5aiMuCewx74eQgfNF0hTdkX8SDwCq2ua/0n4HXweRjDdCXuSno8Ry47h0IJBcHeW0J5D3RmbuTGa9hwuENR+HNnmPSfxgqaKDqXttltQOJJPrERIr+kQOkhQlJGI3CTufh55sQL71pxEaMvaaNe/GTkeH/MEd88/wqCp3eDp5wYAKC9T4vyeG9U1VZMJasIKkQ+A0U4+lxFJ3BDYboxJuyIoSo+HxDOIszYWf/WJzhMgY3YVtfECvAM9ERJm3cV+5sZolJarGIn7EcuO4XkWfWdde97Jp/owU3blGhiOer1ncN6HcRU24r6mFQoIbD8WqTE7TNoVQca9SEjPrquOaTLixO+XMfbzQbT+qjvlicrTB6m4fOg2wl7h9hdifgefxyxsHnP/+G5XxEmzMWLZMUY7+YXycqPn8FQtt888ROSGC/jtk7+hUqrI8c3z9uH41ks4vuWizrm2iI+mg8liKWS5k89jff754QQjuzq47gy2fXkA+UYEdVVRKC9nLO7jpNmY+1pro+fZ+04+j/Vgu3O/fG+sWX9F3cn/3cbVpv7LXPn3jlF/RRQQAICd3xzBye1XcOYvw8qBXIIX+DwmYZug1izEB4cXDmEs8n9+v1sVz5jHGKEtasOvthdeGdYSQpH2n37nEa3hHeCBlj2bkGMNWtWBXx0vm8+RzWLJi3xu0aJ7I0Z2FdTQHy26NYKLp3Ur0Pz8fjfG4v7wwiFoEOhp8n68yOfRh42/upOsKURBFApgKvK5nENU03D3cTXqr6g18TsOaQlPf3eEdeT2Dj4fosNjFEsT1Do0roXDC4dg+NIos+E6df3dq3raVUbRy0dQKjSLeLk8DwUv7sKV0na74PldzX9f3IVAJIY853m1zJMpgaG+WHnmU4Px0Z8OwOhPB+iM+QR5Yvq6N7Bk1G+2mp5FMaz2Hq6jVBSatSuC4swklJfarrQkW0Z90k/ntTG7WhY1EwCs3ubdlG/RF/cdGtfC43TNDh2bQgErJ3eu8nlXJVQfZsquVEoF8p/f4bwP4xJHrqdgxb5YRv7q6E0pfo68BwA1rlBA8ctEAKbtihzLSLT5/NgwZ/NEnTBDqr+i0n9SZ/Sf1BlPH6Ri35qTtpwiK3iBz0NLVr4cU9edtThBjY3I5yr6sYL50pvIlxqWXUw8tMBWU6qxVCZBzd5FPhu7UuSn22JKNRo6cU9lzpbLOLV0uN3nEAGGPgygtyt5thSP9s+zxZRqDMv3xuLd/szE/RurTqJVPV/EJmeRhQIAZv5qct8wTgt8orM2b1fcgxf4PLRURYKavYv8hkO/hrOvppTk/R1T4NdsIALbjyOPZz08g7RrO9H8rQ0QiMQoyXqKx5FLqmu6rFEpVTohFYCmcYdarbZpfd+qqD5hzyLfnF0RxO2aAWffejpl57gIV+yKDnPiHmBXKKDvV4etPeVKQfVhpuzKLSgcIb2m250Pq05GvhLKWNwPjKiL4R3q4b1fNb7Jnv2VPn7NB0P24KhJuyKQxZ9C+vW/qmOarDDmr+h8G5exn5ny2JSqSlAjRD6TmHyuIXH3h5NXbTh51YaDkyccPYPJ15ofzaM8Ylzi7l/NMzZNYX4J+fuZP69iWvPF2LdW+3ixrLQMC4f9DzNfWY70ZNONy6oKtuL+crzxHWx7jMkXSdzM2hV1XOxmvPoGF2BjV/FXn9h0bkzEPcCuUADXc4ioPsyUXdmLD+MSc0e2YSzu/5jd16Dvgz36KzoImzFlV8SPhOP+CzDur26ejMN7LZdg07y95BjXO9nyAp+HlqpMULNnkV+TKJBp47cf33kGtVqNxJtScqy4oBSpSZkozpfbROAfuZ7COkFt/h8xOEqZsz76i+aR6ylVPW0eE7Cxq9TEDJvNi6m4B9gVCuByDhGPdRGwEPcSMX1Tt5oi8msSxvxVyr0XUClVSLzxlBzjusDnQ3R4aLE0Qc0Y9h6uUxMIaqDdnRv3+SCEhAehbT9tPXxPPzfM2TwRORkFaNWrCZ6Z2C2vCtjEsBIJap2bBuCNVSexa25/DG5HXx+a+vh7+d7Yqp84j1GY2BVB11FtcXG/9f//sBH3BLy/4rEUpuKeoCaF69QEjPmrIe/1gIevG8I7aSvnVHfIoTl4gc/DCnOLZVm50ui1dIsml3l2YQNEjprSWOXyPLy4sg2FlPjnvOQYAEDSkcUQiMRQllq3rndV4uHrhoHvdDUYb9G9sc3mwCaGlUhQW/pWR6w+eIexyJfll+Dg1RQrfYLKo1QUmrUrAqL1O5dhY1dOLtYXzGzEfbme76oJIp/qw8zZlaIwk9M+TCqVQiZj92TRz88PISG2axTFVtwT2LPIT43ZAcC0XRHkP7tt6+lZBJ2/cnZzRP9J3K6apQ8v8HkYw2SxXPjnNRz+aohRx6a/aC59q4O1p83DUdjEsBIJamIHEf6Y3RcT1p5mJPLnjmzDaYHPYz2KS8sYi3tFmRK/HX1gMF4TRH5NQCqVIiw8DCXFJeZPpuDs4oyH8Q9tIvItFfcE9izyebgJL/B5GMF0J+xKwktMWHvapIOjLppztly25rQrRd0e75Nt3m9vHIuAiFEI6jCePJ718DSST6xEo2GLIXSQoCgjEfG7Zxi7XbVTXqbE2b+uoW5YIBq11S54zx6m4+HVZHR7vS2c3RwBACqVCres3EGRTQzr/phk8phEzFzkm3oPLiCSuCGw3RiTdkUQt2s6JJ5ByE3iZmnGZw/TdWpIG7OrSwduw7uWu07jGGswZ8tlPM0oYCTuJ6w9jbtPs2iP27PIp/owU3blGhiOer1ncNaHyWQylBSXYNoPoyEUCZFy/wXa9AkjnwKpVCrcPvsIHj4uaBSh8QWpjzOx6bO9kMlkVhf4bMT95fh0RDSgTzalE/mtQn2rfsJVSHCniUiN2WHSrggy7kXSlm7lCjFH7qJWPV9af0Xd1c98loNbp+JQp2lAdU2VEdwOIOLhBGwecy+f0AnHY59hwtrTUJSZD9d5YiZ2n6fqiD0djz+WHMYPk7dBpVSR4//76E/s+i4KURsvkGN3zz3C4V/OVsc0GS2WhMgfGFEXb6w6aTLxlsc27Pj6X0Z2te3LA1jz7g4U5Fq3E+yT9HzG4v547DPMGNrS6Hl8oQBuENzQH/tWn8DxrZdwPzoR9ZoHo17zYORlFuLwL2fx59JIeAV4oF7zYAQ3tE1FILY793yhAO5yfOslo/4qj1KkYsv8/fh7xTGc+J27G5QAL/B5zMA2Qa1LeCB2ze3PWOQTuxU81icw1A9iRwc0aF1HZ2e7cft6EIqECG1ZW3tufT84udp+l5LNYsmLfG5Ru0ktRnbl4uGE4Eb+cLZyDP6P73ZlLO53ze2P1vVNl/DjRT43MGdXLu6ONpsLG3/1JD0PgLZQAFORzxcKsB0CoYCRXTVuFwKBQIC6TQOrY5qM4UN0eIxiaYLa4HYh2DW3P95YddJsuE6zEJ8qn3dVoSjIhEjiAkCTZFualwp57gvyuDw3FQBQmpcKgUgMRUEm7X24Qt2wQPwWuxACoQACgVaITVs5GlOXj9Jp4BFY3w+fbX8HS0dvsNn8LIlhZROuw0WUikKzdkUdp77mGpO+GcHIrtZdnQ+BQABpXJpV52PKt+iL+8HtQrA7WpPAzKZQANdziKg+zJRdOTh7Qp77gvM+DDBvV1QbtCaX49OxYOdVRv7qemIGVh3QdHuvaYUCCJsxZVfkuYW26a9iKV/teQ/1W9YhXxuzq9dn98drM/vi2cN0RHG4mzUv8HloqWyCGhuRz1X0OzrK4o5DFnfc4LwHf75vqylVGmNd+OjGbVkCrDIJavYu8tnYFZe72NIJq+q2KzroxD0VNoUCuJxDBBj6MIDervKlN3F/xxRbTKlK4IJdzf8jBoPbhjAS98OXRqGOryuS0vNrXKEA2YOjAGqIXdHYkDG7soeOtrzA56GlKhLU7F3kh/SeCSdvzbf5R/vnwSOkHQLbjyOPZz88A1ncMTQesQwCkRjynOecTiDiKpWtPgHYt8g3Z1cEj/bPg8QjEIp86/YnqMmYE/cAu0IBQ5ZEWnvKlYLqw0zZlZNPCEJ6zeB9GAs6Nw1gLO6bhfhgYu8m+Gi9Zre3JhUK8KrfGbnJV0zaFUF2wlnyCwGP9eH+VxCeaqGqEtQIkc8kJp9ruAY0gUed1vCo0xoOTp5wr92KfO1RpzXc67QCAHLcNaCJmTtWL/LiUvL3a1H3MLvb9zi5/Qo5Vl6mxOqp27FgyDpkV8SLWhu24j5Omm30mD3G5Iskbmbtivhx8W8El1q261NgCWzsKvnec5vOjYm4B9gVCuB6DhHVh5myK/fare3Ch8UcuUv+bsyu4mOe4NMeP+DUzhirzmXpWx0Zi/tDCwbBSaK7n2qP/ooOlwCNTzJlV+QYx/0XYN6u9q4+UY2zYwcv8HloqcoENXsW+TUJ2Ytc8vdbJ+OQl1mIa0fvkWMF2UV4cDEJaY8zkXzX+uLrcnw66wS1WZsv4XpihtHz9BfNy1buxsujCxu7SrShoGEq7gF2hQK4nENUE3lwSdvozZhd3T3/CDkv83H33COrzkXswFzcGyurWlNEfk3CnF1dOXSHHFOpVHS34Ay8wOehhW2Cmjl4kV/91G6k/cI2anZ/DJjcBW8vHEaOeQd44J3vXsPImX3QuneY1ecz/48Y1glqDQI9MHxpFGORP/8P6+7i8ejCxq46j2xjkznx/qrmMOTd7uTvxuxq0NRuGDSlK177pE91TJGxuCfgRT63MGdX7658nRyr7nwic/Ax+DysMLdYqlVqo9fSxeRzmbQbf0Ps7AVAU0XnxZVtOlUAshNOAwCk536BQCRGWUluNcySOdQkyFohPhg/f7DBOd1fb2uz+bCJYSUS1NZM7YKFf17H8KVRJkPIiEVz+LdRiI7j7i6+UlFo1q4IiNbvXIaNXbl7uVh9PmzEvb7vsvccIkDXhzGxK677sCC92vZ0duXp54axnw/C0weptpoWCVtxT2DPOUTpN/YAYOav8p5et+ncLMWUXdkT3P76wcMpmCyWqw7ehoqByCd2xkyVpKtu5LJkFKXH61QuIV4XpcdDqdA06ilMj0NRejzksmRjt+KhgU0M65yRrQEALo5iHFowCM1CfBjt5C99q2OVz9samLIrfRvkYUZZOXNxr1Kp8ce5BINxe9/Jp/owc3bF+7DKYam4J7DXnXxVuRyAabsifvgCAbaF38HnYQTTnbCDV1Mwa/Ml/PhuVwiNZP9Td8Zyi0ppz+EC9Qd9QbZ5v71xLAIiRiGow3jyONH6vdn4XyB0kHC2zTuBSqXC7TMPEVjfD4GUnInstDw8ufscbfqEwYEiuB/fsW4cPpsY1sgb2sXO3VmCQwsGYcSyY2Z38k29BxcQSdwQ2G6MSbsiiNs1HRLPIOQmcbPusuxFLuo1DyZfG7OrB5cfw93b+rv3C/+8hquPMhiJ+1mbL+Hcffq6/Pa8k0/1YabsyjUwHPV6z+C8DwPM21VIeJDN58RG3MdJsxHRgD5njW4nP9AG/1YqQ3CniUiN2WHSrggy7kVyukpT3JXHqN0kwKxdFeYUI+7KY3gHeFTHNBnD7+DzmIXNY+75oyOw5VQ8Zm2+xGgn/0rCS2tMmYeG22cfYd2Hf+LbsRt0koNWT92OX2fu1mnR/eDyY+xccrg6pslosSREPpOdfB7bsOWLfYzsas2U7Vg6ej2K8kusOp8rCS8Zi/stp+LxTt+mRs+z9538moQ5uyrILrLpfNju3POFArjLPz+cYGRXG+f+g/Wz9+D4tkvVMU3G8AKfxyRsE9SGdQjFrx/0YCzyl0/oVNVT5jGCh49mJ8irlrtOPL5PkCcAwDvQkxxz93aBUGT7+stsFkte5HMLN28Xxnbl5u2qs0tmDZZP6MRY3P/6QQ90pzx9oIMX+dzAnF2JHW0XmMDGX73M0QhEvlAAt2FiVz7BXgA0cflchg/R4TGKpQlqk/podsI+Wq/5JmwqXKdLeGAVzrhqUSvLoCpXAABUyjLNT8VrYow8r+K/XKZRRAjWXvocLu6OOkLsk/VvoyC7SOdxY0h4EOZsmYRVk3+32fwsiWFlE67DRVSqcrN2pR1XAMpyG8+QOe+vGsPIrtZEz4PY0QEvUwyb41UlpnyLvrif1KcpdkdrEgLZFAr4tCI3hKvo+zByjHKOSqkgz+O6DwPM25WTq6NN5hEnzcanWy8z8leJqbn4ft9tAKhxhQJUFT7JlF0RqFXc9V8AMHvTRLTsoa3Vb8yuJi4ejlen90K+rBBnd3E3cZgX+Dy0VDZBjY3I5yoP/5mt8zrt2k6kXdtpcF7shlG2mlKlodtxcBCLaGMJXT2cbTElAJVLULNnka8ul7OyK3k2dxPvHPQa+RizK3cfV1tNiRY6cU9l1cHb2Dmnn93nEAGGPgwwbleyuGO2mFKl4Ypdzdp8CS1DfRmJ+0GLI+EsESG3WFsogIm/IgoF9Frwr7U+RqVJv/4XAPu3KwDw8DW0ITq7EoqE8An0REGWbcPB2MILfB5aqiJBzd5FfnCniXD00OwCJp9YCSefEAS1102GzJfeRL2+syEUiVGan47UmB3VNV27pbLVJwD7Fvnm7Iog+cRKCB2cyKoVPOwxJ+4BdoUCxv3A7a6WVB9myq5EEheE9JrB+zAWNAj0YCzuPV0keH9gM8zeehlAzSoU4BoYjqL0eJN2RZCTGI3c5Ct0t+GxAnwMPg8tVZWgNqlPU8Yx+VzDM7QjfMP6wjesLxycPOHbtC/5mvgBAN+mfeAb1heeodwuyVim0D4efXD5MZaOXq/T+l2lVOH3hYewZup2FOYU22RObMX9s8wCo8fsMSZfJHEza1fEj4t/I3iEdqjmGZuGjV2lPc606dyYiHuAXaEArucQUX2YKbvyqbBBrvuwe9GJ5O/G7Orpg1QsG7dRxwatwZqpXRiL+6ivh8LTTTd0yB79FR2eFT7JlF0RP1z3X4B5uzq53X6+oPACn4eWqkxQs2eRX5NIT9Y2Uzq/+zqS773QcVa5GQW4sOcG7l9MQnzME6vPJ06azTpBbcaGi0hMzTV6nv6iGSfNrupp85iAjV3dOW9Yd95aMBX3ALtCAVzOIaqJxBzWinZjdnX50G08vv0Ml/bHWnUuLo5io8f0xb2xUpc1ReTXJMzZVdQmbZliatUwLsKH6PDQYmmCmjHsPVynJhDcSNsFcuj7PQAB0HOcdkfFO9ADr33SF9npeWjVs4nOFwJrwCaGlUhQc3NywKDFkTi2eCgaV1Qy0If6+HvWZm6XMatpMLErgo5DWuLqkXtWnxMbcU/A+ytu0uetV8jfjdlV37c7IU9WiLpNA7FvzUmbz5GpuCew5/DCmog5u2rbL5wcEwq5vUfOC3weVliyWBLQLZpcRvbgOPKf3gQAlMvzkHbjb53jWRWt39Nu/A2hSAxFoXUFcWURibSxnPWaB+Ojn8brHBcIBBj+US+bzYdNDCuRoLbuve6Y9/sVxiK/38LDuPeUu7v4SkWhWbsioGv9zjXY2JUPpRydtahqf2VvIp/qw8zZlcTNj/M+rGHrOuTvxuyqVogPPlgzFk8fpNpc4LMV9wT2LPJlcZo8FFN2RZCbzP2Sn+bsyp7gBT4PY5gslr+ffoiIBt2M3kN/0ZzMYsG1NdkJZyEQakWxqqwYL2P3k6/L5XkAgJex+yEUiaFW8XWx2cAmhpVIUPP1cELU10MxZEkkI5G/ZmoX9F90xEqfoGowZ1c8lqFmKe4PX0s2GLN3kU/1Yebs6mXsft6HVQJLxT2BvYp8Rb6mhKcpuyIgbJDHNvACn4cRTHfCNp2IR5CPC754va3Re1EXTZmVu1lWhiajVpBt3m9vHIuAiFEI6qBb7ST5xEq0mfY3hA4Su2jz/jQuFd6BnvCglP4qLpAj7UkmGrSqo1PHPOOZdXe+2cSwnrufSh4L9HZhLPJNvQcXEEncENhujEm7IojbNR0SzyDkJkXT3araKdT7t2zMrl4kZcDZzfq1ylcdvI1D11IYifsV+27hQEwK7TF7FvlUH2bKrlwDw1Gv9wy78GHm7MoWT4b0YSPun2UWIKKBH+0xOpHvIGIeBiKVSiGTsX8K4+fnh5AQ000sjRHcaSJSY3aYtCuCjHuRkJ5dZ9H72IJnj14ipFmQWbtSyMsgjUuD0IHbfoAX+DxmYfOYe9qAcHyzW/NImInI//C3C0bP4ala4i4n4Z9VJ+Ed4IEfzn1Kxg+unrIdyXefY/z8wRgwuQsAIOmWFL998rep21kNJoslG5HPYxs2zvkHay/NM2tXy9/cDImzGLM2vG3V+Ry8moLfPmQm7r/ZfROvdQqtkSK/pmHOrlafnwsXG/bwYLtzP2PDRYTX9WaUQzR8aRRWT+nCaB5SqRSNGzeBQsG+N4OTswsSHsZbLPJrClu/2I/ivBKzdrVp3l7cPB6HTsNbVed0zcILfB6TsI1hndw3DEE+LoxFvjSzAMv3WrfaAY/9wGax5EU+jynmj45gLO4XjW+H0FoeRgU+YH85RDzWh42/yivUCG9rFQqQyWRQKEoREPE6fJr2pj9JrUbajd3Ifay5Z1CHt+DkXQfJJ76HTCb7zwv8mgYv8HmMYmmCGiHqmYj8YR1CeYFvI5p1aYSvDzSCd6CnTvb/p1snIT1Zhvota5NjjdqG4MOfxtl0F9+SGFZe5HOH99aMYWRX3xyZAWc3R6t3gRzWIdTkcaq4/+L1tmYrgQH2lUNUUzFnV7bavX+WWYDZWy4z8lfpOcVYWVG209qFAl7ePgT3Oq3hVf8VnXG1WgXpuZ+R+/gy6vWdjeKMR0i7/heCOrzJ+N41nanfj0KXEW3I18bsatrK0Rj4ThqEIoFO6VauwQt8Hloqm6DGRuRzlUf7v9BJUHtxZRttwtDtTePsJsm2XjPDfgUu7k5o0KqOwXituj62mBKAyiWo2bPIVyoKzdoVdZzLVXTc9ISVMbuq3UiTOFidbd71xT0VNoUCuJxDBBj6MMC4XeUkXrALH2bOrmzFjA0X4VeR9G9O3A9ZEokSheZva+1CAW7BzfA4cikaDl1IinxC3Gfei0Jo39nwaz4Q6mYDAABp1/9kfG86iM7HpuyKOsZl6jQO0Im/B+jtSuIkRqOIEDx9kGpwjEvwAp+HlqpIULN3ke/TtDdZ4uvFlW0Qil0QEDGKPJ6VcBrybCkCIkaRZTIz7x2urunaLZWtPgHYt8g3Z1cEL65sq47p1ThMiXuAXaEArucQUX2YObsKiBjF+zAWuDk5MBb3ecUKfP56G8z/4xoA6xYKqNN1CtJv7CFFvmdoBwNxDwACgRAhvWagrCQPuUkXWb0HFYlHIBT56SbtiiA3OQZF6fEWvxcPO3iBz0NLVSWo2bPI92s+kKxA8TJ2v0EVHYm7P5JPrERQ+3FkFR0uL45KpXZ37umDVERuuICe4zugeZeGAAC1Wo3Dv55Dzst8jP9isE3mxFbcZ+XLjR6jWzTZUB0VKOiq6OjbFUFOUjSnq+gAzOzK0UXzmbLTbb+bZ07cA+wKBXA9h4jqw0zZlWtgOII6jOe8D3t85znqVXRNN2ZXGdJs7F97EnXDgqw6l3XvdWcs7o8tHoqbj3V9i7U2JQRCBzQY/CWeHP0OjyO/gdjFG4pCmY64J88VCBHUblylBL5fswFIjdlh0q4IRE7unBf45uyqbf9m6DikZTXPkhm8wOehpSoT1OxZ5NckUpMy0aBVXQBA5IYLuHH8AbLS8kghlpOej4PrzgAAmnVuiFoh1g3RYRPDSiSozdwYjTPLRhg9V3/RXDuVeQWKJk2bolRu/AuEMfgKFFqY2FWHwS0AANeirN/FlgoTcQ+wKxTA5xDZljN/XkWfNzsCMG5Xp3fG4FrUfcRdfmLVufh6OBk9pi/uGwd7GQh8wHoiXygSo8Gg+bj163AoCjPh3bCbgbgnEfDVoKiYs6uE609Jga9SqaptnkzgBT4PLVWdoMaL/OonsL629nLP8R2QlZaH/pM6k2NeAe7oMbY9slNzEd6pAbJSc606HzYxrESCWqG8HEOWRJq8hrpoztjAbGdKJpOhVC5H0CsTDJLTAGiqT9z8W7vTJXBAnW7vQuzsyVegoMDErgha92yKq0dsI/KZinsC3l9xE2pZQmN21WVEGzy5+xyNIkJwfCuzCjRVCZ24N4U1RL5arcKz6PXk69zkq8hNvkrv23h0MGdXHQdrd++pRQW4CC/weVjDdrEksLdFMy/lGuTZUgCa5KCshNOQuPuTx7Mealq/ZyWcgVAkRmlFRz+uIpZo/7k379KQ3GElEAqFmLx0BPna2gKfTQwrkaD28/vdMHvLZcYiv8+CQ5AVMJ/Ty5v/wLNee7gFhpFjZPWJpEsI7TsHPmF98OTod3hxaQtqd53K/OY0KBWFZu2KoDgzCfKc55V6P2vDxK4Ighr6G4xZg/+Kv6KD6sNM2VVpXircgsI578Nadm9M/m7Mruo1D8aC3e/h6YNUmwt8tuKeoEpFvlpNibnX+iv9xFuCzAfHLHufCvJSrgMwbVcE+RXnMsWSsMnKhEwC5u3KnuAFPg8rzC2WR66nGO3SBxgumgMjuLvrSVQHIJBnS5F8YqXBeU9Pr7XVlGoUbGJYiQS1uv7uOLZ4KAYtjmQk8te91x2vLjvKeE4SryAkHpyPxiOXwy0wjLb6BAAyxvX5xc3sPjQNbOxKVc4+hOi/DBtxH01TEcPeRb6+DwPo7UqpKKa1QR7mWCruCapK5GueNF6i9Vf6Ij/12l+Q3WNeoYcOIqa+qu1KKpWiSZMmKC1l17jL0ckRjxIe8U9UwQt8HhYwWSyX741FiL+7yfh96qKZll1slblWBWFj1sLFvxEATQmwgIhRCGo/jjyelXAGT0+vRcT7+yEQiVGcmYSH/8yurukyIk9WCBd3R4gplRnKy5QoyC6Cd4CHzrlFVi4ByCaGlRq/2jjYi7HIN/UedNTrOR3PL28lRX5W/AkDcQ9UxLgO/hKPDn6JwheW10EWODghsO1ok3ZFELd7Opw8ayM3+YrF72dNyhXluq+N2FVBdhHEjtZfen4//RCbTsQzEvfbzyRg2+kE2mNVKfJtvSNJ9WGm7MotsBlCek23Cx9mzq6cXB1tPic24t6ahQIAIDfpIkL7zqH1V1SRX5z5GKkx2+HXclilRH5ghzeRfv0vk3ZFkPngKJ6d/5XRfWUyGUpLS9FvYid0HRlBjq997w/kywrJ125eLvh06yQAQOrjTGz6bK/FIZP5NKV76exKpVQhN6MAarWa9XvYEm4HEPFwBqY7YSNfCcVH6y9g+xn6xZLgi9fbYtH4dth0grsZ9QKRGEIHieZHJNb8EK8rxqjnUZ0bF0mKlWJ21++xZNRvOo7ppw924tMePyB63y1yTBqfhjVTt1fHNBktloTIzytWYMiSSKTnVM0XRaHYCU1GLIOTTz083PMJMu9F0lafADSLZp2uUyr3fkIHs3alHZcAIu7uyWyY+w8ju5rTfSXmD/wJpSUKq86Hjbj/aP0F9GphvOoK4a++2X0TKyifhw1SqRRNw8LRrl07Vj9Nw8IhlUotek99H2YwVmFX9uLDAPN2JS9it+NbWdju3M/cGG3SXxEi39NFgkGLI/Esk0WMITTdaY35qwaDv4RnaAckHV6E1JjtCO40Cf7NB7G6v+F9NT7JlF0RPwIhe//VdWQE6jUPJn9Wn5+LJhU5gmEd62PtpXnkseBKhv2tnbaDkV3tWHwYc3utQvTem5V6P2vD3dWChzOwecw9d2Qb+Hk4k50eze3kp2UXMxb51VHGsCaRX/G0hNh5IBp6ZKdpyhXmUMoWFuQUQ6W0/e4Em8WSzU4+G4RiJzh6BpGPnp186xk915IFq6ZSmFPM2K4Kc4qgLLNuBYppA8IZi/up/cLRuWkAzt1PM3puZXfyZTIZ5CXFqD/gczj51CXHFfkZeBz1DQDAyTcUoX1nkXYlz37GJ3HrYc6uyhVKwNU2c2Hjr+QVT7isVSiAwNHL+BdVoUgMZ7/6yH1yGQDg4t/Q6LlcReQgwhc7K5f7ZAomdpVdkZ+WR3mSwEX41YnHJGwT1ARCAX58tysAMBL5k/uGMRL4mni8pigtZR+D7OjohEePEv7zC2Sb3k1Qv0UwAuv76WT/f7p1EpLvPkfr3trE0uZdGuLtr4dj5xLb1cS2JIa1ykV+RYJadsJZ1O3xIbITz+vE5OtT2QS1msTUFa8zsqs5WyfB3dsFapV1v0BO7mv4/4sKVdz/+G5X7Ln02Ow9qyKHyMmnLlmbXp7zHNLzv8DJOwSBbUfj6dn/If3GHjQY/KVOwiKPFnN25VYFX/KZkJUvx9R1Zxn5q4ISBdYcvAPA+oUCpGd/hpN3XVp/lXrtL6Rd+xNBHd9CiSwZjyOXVrpQQE1i7LwB6DdRW1rZmF29t2oM4mOewKuWO26d5G4UAi/weYxiaYKakKXIZ4ImHk+O+gM+hzznOdKu/wmvRt0Q1G4cWcdXkZ+Bp2d+glDsjHp9ZsLB2QPZCWfxMnYfoqOjER4ebuZdNMTHa/7BJh9bAaFYE8NdLs/DiyvbkENpMlScqSkNGrd7OoQiCVRl3E6AFAqFaNPH0On7BHrCJ9DTYLxha8N28NaiMglqVSny9RPU/JoNwKNDC2hFflUkqCkVhWbtijpOHOMifrW9dF4bsyuiyk51tnnXF/dCobYWOJtCAZXJIZLnPEfC/nkQSVzRdNT3ELv6wMHFC48jl+LJ0e/QYPCXFt+bgOrDzNlVUXo8530YYN6ubMXMjdEoLVcxEvcjlh3D84r4blsXCiBIvfYXGZYT3PFNqJRlVVIogEjkNmVX1DEuE96pIRzEIp0xOrty83ZBh8EtqtWHMYEX+Dy0VDZBzRoiH9DsfvmG9YGjRwBSTq+F2NkTIb1moDQ3FdLzv8DB2ZNcLAGgrCgbL2P34+2332b/Xn71IXb2AqB1TK6B2i8JpXmpUCqK4RbYDAKRGGUluZDncruMIRepbPUJoOpEvn6CmkjigiYjlhmIfGKxrGyCGoEpuyLg+uJoL5gS9wD7QgGsUatpxT0AeNV/BQ2HLiRFfmD7sezvT4Hqw8zZlWtgOO/DWFAoL8fpb4czEvdx0mzMfa01vt2jie+2ZaEAqr8ixD1QdYUChA5OUJXLTdoVQXlpIRQsS7HKi0sxq+v3yJcVotf4DpiweDgZBghoOs/+9W0kTu+8ClcvZ4s/R02EF/g8tFiSoKYfv2otkQ+AFGApp9dCnvMC8hwpRBI3ncUSAMpLiwCoDeJeTZGXch2pMdsR1H4c+Sg9J/GCpooOpe22W1A4kk+sREiv6RA6SFCUkYhcyk4s16AmQGZIs3F6Zwy6jGhDtn4HgOh9t5CTnoch7/WwyZzYivvi0jKjx+gWTbbQJajpi3z32q2QmxyD4E6T4BnaoVICXyRxQ2C7MSbtiqAoPR4SzyBO2xgTuyJ2yApybV9By5y4B7SFAoCqzSEieHr2fygrktH6K0BX5MvzKrdDSPVhpuzKNTAc9XrP4LwPS3ucadau8mSFOLblIgLqWbcT98/vd2Ms7g8vHILH6fk6x62ZQ2TMXxHinjy3olDAwz2zLH6/wPZjkRqzw6RdEWTci4T07DpW9//+7a3k7+d2X4dILMJbX2l9+x+LD+Pcbk19/aLcqqn8ZsquWvVsotMAi8vwVXR4aGGboDahF/1CSIj8qf3CGVXXYYNf84EIbDcWBc9vo6woG01GrTBYLAmIuFcmPxKPwCqbI5d4kZRB/r5/7Umc3H4FO5dqxWnOy3xs+/IADq47gztnH1p9Pln5ctYJanO2XEaBieor+tV1TJWko8OrYWfacULkKxXFyE2OgVf9TgaLJQ87u7py8LZN58ZE3AOaQgFM/ZW5OH86ijMemfVXXvVfQb3eH0OelcL6/jWZqM3aLx/G7OrYlos4vvUSDvx0xqpzqevvbvSYvrjv0LgW7XnWqgbGxl/ZS6GAjfcXAwBO/xGjM06Ie+J4ZTFnV5vn7SPHVCrrFgqoLLzA56GFbYKawMhiCVhP5MtzniPr4Snyddq1P6FWc/sfXHVCjZFu278ZPP3dddpuu/u4okW3Rghq6I/6rawffz9zYzTrBLUn6fkYsewYY5E/cyO73UhFfobRYy9vH9TO6cVdFKZb/0tQZZBKpbh16xbrH0tLMgLs7KpxO9slvTMV94C2UIA1NiWomPJXZUXZSL+11yrva88079qI/N2YXbXq2QTeAR5o1atJdUyRsbgnsJbItzd/ZY73WiwGAHj6u+mMe/i56RyvLObsqvOI1uQYtagAF7GPr248nILNYklQ1eE61BjWZuN/Rl7KdaRUdNIL6TUDAoHuP7yil4+gVDBznPLspwbXlMvzUPDiLlwpbbcLnmviFgte3IVAJIY8h9uxq04u2kYdHYe0RMchLXWOO4hFmLNlEvm6gKbpR1XCJoaVSFD78d2u+HTrZYxYdgyHFgyCu7OE9jpi0ez7FbsqQE/P/ARn33pw8tb9gkONYQ1oM5J8/F2350es7q+PUlFo1q4IijOTUF7KrCybpV0gAcDZxRkP4x9aVHWKiV0R1G9pmyRuLvgrKo1HfIeyQplRf1VWlI2E/Z9DqShCwyGLyBKalkD1YabsSqVUIP/5Hc77sE7DWpG/G7Or8E4NsPrCZ3j6IBWX9sfacnqsxT1BVYfrGPNXdNXAch9XrnFe8ctEAKbtihzLSGR9//HzB2P3cm2S8XfHPtE5vvz4J5jebhnr+xrDnF3ZE7zA52GFucXycny60QoUdItmq1Bf1nOgS1CjxuQD2kVTWSGI2Mb90V2TL72JfKlhUl3ioQWs783DLoaVSFBrFuKDwwuHYPjSKEYi/+f3u2H8qlO0x+kQip2RsH8emo5aSYp8ugQ1IsZVevZn5h/YCGzsimmCGtEFctoPo402f1GpVAY7UJXtBMk12Ij7O8m6PTasJfIdnD3gWa8dAEN/RRX3TUethLKscjHFdH6Pzq7k2VI82j+vUu/1X8dScU9QVSI/88ExyO4dofVX+iJf9uA40q7/yfo9qBCdta1lV007hGJrwlKolCoIRYY75s5uTuTxZw/TsWTUb5V6v5oEL/B5GMNksZz/RwwaBHpgsJHH7/qL5hevR9CeZwxFfgak538xqD4BwEDkB3V8C2nXdwMAGg79Gs4mGhZRyX0Sg+cXN+pcc3/HFPg1G4jA9uPI87IenkHatZ1o/tYGCERilGQ9xePIJaw+j61RKVUQCAU6VQiIcX3nae34QjYxrNQEtQ6NazEW+abeg456fWbi2YX1pMjPTrxgIO4BbYxr/N45kMuSWb2HPubsiiBu1ww4+9bTKTtnjuCG/jpJidaErm07rV1V2KC1OXI9BSv2xTIS90dvSvFz5D2DcVsVCgA0/urR/i9Ice/kXQdFFux4UqH6MFN25RYUjpBe0+3ChwGm7Urft9kCNuLe2oUC9MU9QF8NTJ71FCmn18KrUTfkJrFrpkXFr/lgyB4cNWlX5NziTyH9+l8WvQ+duGdznAl0a56pNZPrcDuAiIczMN0J69w0AG+sOomjN43H8VJj8pfvZfcI9XHUN7TinsCv+UCE9p2NzHuRuLvlTajLNUmWEnd/OHnVZvTj4OJtcI2DkyccPYP1ztUIJ2Jc4l65NtnW5tnDdHwYsRQrJ27VEWOb5u3Fey2X4ObJOHIsPVmGHyZtq45pMlosCZEfJ802G5PPBgdnDzQd9T1EElfc/2MqrbgnEElcUK/ndJq7MEckcTNrV9RxsZvx+uzVzfZFhxjZ1cxOy7Fw2P9QXpE4bS2W72Uu7t9YdRKt6tE/TbR2oQCqv1IqCnWeHlUWXb9n3K7sxYcB5u2qzISAtgZsd+6tXSjAr+Uwo/6qyYhlcPINxcM9nyDl9Br4txyi6SVTCQibMWVXxI+Ew/4LAL4du5GRXe1bexLTmi/G9WP3q2OajOEFPo9Z2DzmXvpWRwyMqMtY5I98JZT1fDzqtjFafQIAPEM7kL+LXdmHANVU0lNkKCstx5M7z3W6iCbeeAqVUoWUey+05ybLIC+qGtHMBjaLpbVEvtjVBx5125CvfRobLxlKNBHiMmq1GtH7buHI+vMoyqMP+Ui++xx7V59A2pNMi9/nxaMMRnZVnC9HalImSoqta18jXwllLO4HRtTFh4ObGz3PmiKf6q+cvEPg6GWbJy72ijm7Ki5gn3diKWz8VXm5EoD1CwV41jVe/U4kcYFP457ka9/wAWSjSHuC8FdP46q20ZRapWZkV4k3pVCr1XiWwK6mv63hQ3R4TMI2QU3sIMIfs/tiwtrTeGPVSeya299kuM7ckW1w8GoK4/l4N+qBjLv/wsHFm3aXgohhFbv6wjesH9Jv/s343jWdiL7h8A3yQt2wQJ3HmR//+hYeXk1GN0pZ1Fa9mmD49N44/MtZm83PkhhWNuE6TEm99hcy7v6LWq1eRf6z2wYx+VQqm6BmbdRqNaaGLSJf7197Cmui58GrljZ06fCv53Dgp9OVfq+JS15lZFfvfPcavGu5w92r8jW/TTF3ZBvG4v6P2X2xP8Z0qFVV5RBRMfRXeyA99zNtoQAeDebsytPPzcTVVUdxaRljf6UoU+K3ow8AVF+hAEATc//swnr4NO2D0ry0KikUYG0KsnWLPVD9VdTGaIyZOwCDp3WvkvcaOKWrTg8YY3Y1dfko3DoVhzpNA3DvfOXC6KwJL/B5jGJpgppEzFzks43FDWw/Fs5+9ZEasx0AdES+foKak3cdlJfkQxZ3FM8ubIDI0ZXReygKNJ+Fek25PA8vrmxDISX+OS9ZU4836chiCERiKEuZV52RSqWQyWTmT9TDz8/P4uRHB7EIvd/saDBeNywQdcN0a/8LhUK07RtmM4FfmQS1qhT5+glqhE3RifyqSFBTKgrN2hUB0fqdDdmU3IWh7/dA5IYL+OXjXVjw93vkOLFYvrd6DDZ++o9FnwOAgQ0Zs6vuFcLM2m3eTfkWfXEvobSnZ1MogG0OERU6f+XkVVsn8bayUH2YObtSFGay8mHVhTm7shVztlzG04wCRuJ+wtrTuPs0CwCqpVAAoPFXKafXwr/lEIT0mgFVmbxKCgWkxuwAYNquCPKf3WZ9/z0rj6NF98bka31/9c+qE1Um8DsNawVnN221OWN25V/XGwPf6Wp1H1ZZeIHPQ0tlE9TYiHy2EKKeKvLpFksAcKvTCrK4o0bvVR1UpoSho6MjHj16VCMqnBBUtvoEUHUiXz9BTezqg6ajvjcQ+cRiSSSoxcez62bK9nxLoYbMEPHxIgcjO8M0SbI1EVPiHmBXKIBtDhGBMX+ln3jr12wQAPb2Yiv7+i/zJD0fUV8PZSTuj8c+w4yhLfHTYc06actCAVR/RYh7gUBYpYUCrIlQZER7/Ef8VWXgBT4PLcv3xuLd/uwS1GKTs3SO2UrklxfnIP/ZbYPFkkrdHu+TLdvNIXt4Biknvte55vbGsQiIGIWgDuPJ87IenkbyiZVoNGwxhA4SFGUkIn63+V03bQnD1xHcULM4qNVqfPP6ep3zZm2coPNY8Ojmi7gWda9KShjmZxXiyr930LZfM/jX9SbH70cnIiejAF1fa1Op+zOFrbgvq4hjpYNu0WQLXYKavsgnQin8Ww6BZ72OyH18CW+//Tbr9wI0SbaB7caYtCuCuF3TIfEMQm4S85hc32BP8veoilje91aN0TlnzNwB+GfVCWycW/nGSkzsiijNKbdyDD4d5sQ9oC0UYC688Md3u0KWX8IqxBAA0m/sQUlWilF/RRX5JdnPAIHAYvui+jBTduUaGI56vWcw9mHVRc7LfJ2qUHR2VVJYiov7bpENkKzFj+92ZSzud83tjzw9e7dGeCGgLRRA56/0Q7+IQgEJ++Za/H7BnSYiNWaHSbsiyLgXybpk9ajZ/XVe6/ur12b1tXjuxjBlV2Gv1Dd4gsRVeIHPQwvbBLXhHerhvV8vGJxjbZFfXpyDjLv/AgBaTNhSZdUnbEFww1o6i9WWh98g5vBdZEiz0G9CZ7h6OuucP/jdbrgWZVjKjylpTzLJ9/v7+2O4cugOYk8/xBc7pwIA8mSFWPOu5nGru7cLvAM8LH4vJrCJYSUS1Bb+eQ2HvxpCK8wAw0Vz6VsdaM8zhn9z+i8FhMi/s+UNpN/8G+512iCk1wxkJZwD1GrUH/A5nHzqMn6fvJTr5BMoayIQCMzb1bTuaNa1IW4ce4CgBn7Y/Pl+i9+PiV216aOpwX1p/y2L38cSmIh7QFMoYPXBO1bJIQKAnCSNnzTlr/yaD4SyrATPLmhqenPVvmzNwf+dIe3HmF1FbbyAyA0X4OVvXYHfLMR4oQd9cT+4XQh2RxuG11lL5BvzV3R5HUShAK4+JdLPqaD6q7b9wqu867o5u/Kr7YWVZz4FYP1S0pWFF/g8tFRlgpq1RH5ZUbZOTF924gXaxFt7QSAQoPOrrc2faCHuFEfZqE0IYv69i8aU/w8u7o4IbuSP3IwCBNb3Q6mVd1jZxLASCWpXEl5iwtrTJgUaddGcs+UyqzmVl+QbPZaXcp38XZ4jRWmuNv7Syacu4ydEADQ7szaCiV3VaxaMes2CKx1TysSuCIItCMWyFKbiHmBXKKAy9fxN+SulohjZiefJ11y2L1sSEq7dOTVmV6Eta0MoEqJusyDkVkMCJJ24N4W1RD6dv6L7QllWlF2pp0TVAeGvrIE5u2rcXttPpzp6LrCBF/g8tFiaoGaMqhb51BjWFhO2kA2JANAumoqCTIgkzKp2lBfnGFxTLs9DaV4q5LnaElryCoFXmpcKgUgMRYHlJQZtgZuHdue295sd0XNce52qJ2JHMZYe+RhqtRpCodDqCURsYliJBLXlEzphwc6rjEX+kCWRrOb09Mw6hI9da1CGVRvDOpRsSJSwfx4C2ozSzJOFfQFaG1MqCs3aFXWc+pqLMLErgvBXGthkTlzwV1QaDlmEkuynRv2VUlGMR4cWQJ6VgqBXJiDt6h8W2xf1OlN25eDsCXnuC877sL5vdSJ/N2ZX7fo3w8Z7X+PZw3SbVzhhK+4JqlrkG/NXdCFh+c/vAGo16nSbBkdP5qK54MVdZNw+QNqMKbsiUBSyLyxha8zZFdW38QKfp0ZhbrGMk2YbrUBBt2ha0oqbLkGNLvEWANTlmkRWS7oz6l8jizsOWdxxg/Me/Pk+63sTEI/4qI7E4BwjLborC909BQLbdYJkE8NKJKh1CQ/Errn98caqk4xE/o/vdsW0X87THqdDVVaChP2f6zRSo0tQI2Jc067vAmCZfRGwsSs2XWzNUVPtigobcf8kPU/ntbVEvsSjFrwbaZJ09f0VVdw3HrmcFOWW2hfddXR2lS+9ifs7plj0HtWJMbuyhl2bw1JxT1BVIj/38RWkXf+L1l/pi/zc5KvIiD0IAHh+cRPr9wIA2QNNEQtr25U5f1WVnWW5ZFeVgRf4PIxhsljO2nwJTWp7GRVu+ovmsrdfYTWH8pJ8JB9fSZugpi/yA9qMRNqtPQCAkN4zGcfn50tvIf3Gbp1rHu2fB4+Qdghsr+36l/3wDGRxx9B4xDIIRGLIc56zSiD645vDeHL7OQAgvFMDfLb9HZ3jt888xLoPtWUYP9+pcZRcjZVkC5sYVmqC2uB2IYxFvqn3oKNen08gPf8LKfLzUq4biHtAG+P6YNcMQFHIyr4ArY0BMGtXBI/2z4PEIxCKfObNVbZ//S8W7f1AZ0zfrn65uQDObtxv2MWWy/HpWLDzKiNxfz0xA6sO3DEYt2U1sIA2I3XEvVtgGCnwLbUv6nWm7MrJJwQhvWaw9mE8GtiIe2sXCki7/if8Ww6l9VdUkS/PfYHHkUvh7F8fJZlJFtuYV/3OyE2+YtKuCLITzpJfCJiScD0FS0b9Rr7W91clhXJMb7eM1T3/K/ACn4cRTHfCGgR6YPjSKJNx1dRFc/4fMazmkXjoS4hdfY1Wy6Eumqkx2yEQaXZAXAOaMI5hVRRmGVzj4OQJ99qt4FFHG8tcViiDLO4Y3Gu3gtBBwuoROgBS3ANAfMwT3D3/CK16NiHHqCIMAP730Z8QCGBxrGR6ShZ++XgXGrevh2krR5Pje1efwJVDd/DuytcR3kkTNpGdlodfZu6y6H0qC5MENTYinw0Sj1poOmolEvbPw50tbwCAwWJJIHb1QVCH8Xh2/hdW9gVobUwkcTNrVwQu/o0g8QxiJfBT7r0wa1dfDvoJay9+zviextj/0ynM3jiRfG3MrlZP3Q6fIE+MnNmn0u9pivl/xGBw2xBG4n740ijU8XVFUrphDoatRH5qzHaIJC6kuKdiqX1RrzNlV66B4fCo05q1D6sOzNnVJ+vfhkMV+AKmsN25t3ahAK9G3Yz6K0Lk3/9DkwDv1aALvBp2RsrJ1RbbmEtAY+QmXzFpVwTynOcAS4G/e7nu+fr+av7An1jdzxRr3t2BD9aONWtXJ7dfQdSmC+g3oXOVvbc1sK/nDTzVApvH3GumdkGzEB8MXxqF64kZRs8jFs3OTQNYz8c3rJ/JnYaANiPJ3528uV0v/p1lIzH52xEAgMe3tYlx1MeNG+8vBgAU55dCrQam/aAV51/v/5D86TC4BQBgwuLhcHbX7HDM/X0yXvtEU0Ys5f4LyF7k4uqRezr3v3LoDnJe5uPe+Ufk2JO7zyF7nlu1H5YBbBZLQuQfj32GCWtPQ1FmfGeMDU7edeAb1o98HdTxLaNdRUWOtumaWRnM2VVeZmGVvM/96CRGdpX2OBMPLiahOE9eJe9rjM5NAxiL+2YhPpgz0ngiMuGvBkbUxRurTuLoTWmVzZPqr9xrtzIQ9zy6mLMr/c6n1oSNvyJ6UhCFAkz5K0Lkx0mzWRcK8Gs+2Ki/Erv6ILCtdv2o3XkSILCPfV5j/ipfVqhzvDIUZBcxsqtrUfeQl1mIh9e42z8A4AU+jxnYJqi5OIpxaMEgxiJ/6VuGnVVN3r9WE6Tf3APZA8OYZUAbwyqSuMCrfieUyNh1/rQ12xYcxO9fHQIAnY551Fi/91osBgCEd9bsKgQ39CePqZQq1GsejMD6frh+9D4AoN3A5ugxph0A4Nzu6/Cvo6lH3qZPGIa+3wMf/jRO5/7vrnwdg6Z0xcCp3cixNn3C0Gs8u52jymJJDKs1RL7swXGk39wD9zptIHb1waP9X2gqTdDAtrNsdWDOrnq/we7foDHGfDaAkV2NnNkH73z3Gjx8mXWWtpSlb3VkLO4PLRgEJ4lpoWMNka/vr3KTY5B67a9K37cmY86urF3el6CsnLm/UqnU+ONcAgBNoQAm/ooQ+U9oniqZQnrmf0b9VW7yVTw9+z+4BobD0TMIjw5+iXIj53INY/6qb0WYL3Ec0ISl3rp1i/EPEcba+dXWjOzq7UXDMGByF/Sh6QzPJezjqxtPtWBpgpq7swSHFgzCiGXHzIbriB3YPUqt1/tjyOKOaTs9VjSFAQwT1NwCw5AU9S1yk6KRduNviJ29GL1HSY4mdIZ6Tbk8Dy+ubNOpApCdoGmZLT33CwQiMcpKcll9lre/HoadS44AAObtmAK/Ot46x3+5uQBfDvoJeZmF6DuhExq0qo34K08AAJ9um4zV7/yOpWM26FzTsE1dePi4YuTMPji+9RJuHHuAG8c0JSadXCR4fY5u0xBAE/9PPJIkcBCL0HNse5zbfd3gfGtQmQS1qgzX0U9QK81NRcL+eQaJt4Bughob+wK0NqZUFJq1KwKi9TsbJn7zqlm7enPBEFb3NIZ+VRxjdvXq9N4AYPUqTaZ8i764pyYzsikUwDaHiAqdv0q99hdtdR1L7Yt6HRO7YuPDpFIpZDL2VVH8/Pwq1ajPnF3ZioV/XsPVRxmMxP2szZdw7n4aAFRLoQBA468eRy6FZ2gHNBj8JZTyAp1CAZbaWPoNTZ4bE3+V95T9evL5zilYP3uPUX/15ldDoVKqcXbXNbh4OKKkoNTiMNYBk7vo1N03Zlf1mgejXvPKlxW2NrzA56GlsglqbEQ+KwQCMmmHKvLpFktAE2OYmxQNuSwZCjGzREKiFjrdNdQqJkpFMQCgMD0OQpEEqjJ2IQcNW9fF1oSlRo87uznpxBrG/Kv9Gzfv0hCfbHgbP72/kxwb8E4XjPtck5Tl6CzBj1e+wFeD16Ewt5jVvGxNZatPAFUn8vUT1Jy865Ax+dRFk1gsiQQ1NvYFGNbbN2VXlaF+i9oGY/p29V/DlLgH2BUKYJtDRGDMX+kn3ko8NHXfLbUv6nXm7KooPZ6xD5NKpQgLD0NJcQnjORE4uzjjYfzDSnfjrm6uJLzE358NYCTut5yKxzt9m2Lbac0uvi0LBVD9FSHuhSIxhHqFAiy1MVW5xmZM2RUBm/whAicXR5P+SiAQYMLi4ZiweDhi/r2DjZ/t1ekSX5hfgl9n7EZJoWaenn5ueHfVaLJstFqtxvZFh/D0QRrruXEdXuDz0FIVCWrWEvkCgVBH5CvLSpCdeN5gsaRSf9AXjBOIZA/PIOXE9zrX3N44FgERoxDUYTx5HtH6vdn4XyB0kNi8zXvrXk1NfkHw8HHFuqvzSadHpbRYgTvnEtCsc0O4UUqVSuPTUJBTjOZdGlpt3lTYinsijpUOukWTLXQJavoiP7DtaDw9+z94hnYgE9TY2BegtTGRxA2B7caYtCuCuF3TIfEMQm5SNOvPxRY2lZeo57Kxq3IT1USshTlxD7ArFDD82yhEx7ETLdkJ51CYHmfUX1FFvleDLgDY+S+A3oeZsivXwHDU6z2DsQ+TyWQoKS7BtB9G64QMmiP1cSY2fbYXMpnMIoFfnK/7BYTWrsqUuH3mISRO1u0ZsXxCJ8bi/tcPesBRLCIFPmCbQgH6/ooQ9wTUQgGW2lhwp4lIjdlh0q4IMu5F2qRKk36X+F9uLjB5/sDJXXXWSFN21aBVHfgEeVb9pK0AL/B5aGGboDaxdxN8tN5QeFhb5CsV2nbuYWN/+k8kqBElw8bPH4wBk7uQ46mPM/DVkP+RrxtFhOCz7ZPJ1xnPskmnt3vFUZz/+wZadGuEOVsmAdAkGC0dvR4qpRpztk6Cm6e2MZY1YBPDSgj7VQdvY+ecfka7LOsvmp+aSJykI6jdONoENULk3/9jKlJOr4FrYDgaDP4S2YnWF9u2JC+zAAKh5V0tmdgVsWhe2h9bZfNmAhNxD2gKBSz88zojkb/0rY7oteBfVvN4GasREqb8VXDHN6FWlSPt2p+0x7lCcEN/HSFlbfb/eBILOmvqrRuzq6iNF3Bw3Rn41fGy6ly6ULrq6qMv7if1aWpQCQywnsg35q+ENI3y7KFQAFuoZTWJdVDsqPnsZaVl+N9Hf+H+Re3/j9GfakNXzdlVUEN/LIuaCUDbx4ar8Em2PLRUZYIaIfKZJN6yQVUmR2me9rGaPOtpldy3ush4lo0pTRdiStOFOL3T8NG/Us+Z7F5+FId/O6e5VpqtI+4BIClWivdbfQM1NOLY0UUraIiEIZ9gL3JM7OgAN29XCEUCuFvQgIwtC/+8xjpB7eDVFMzafAkqBjv5x2OfYeGf11jNSVXRGI0OakfG8pJcKOUFrO5dXZi1q3Ilvp+wBVOaLsTu5UehVqnRflBzfL3/Q3z8q2FXaIJF+z7Aon26NfbZ2JW7r+2EBVNxD7ArFMA2h4iKKX+lUpahRMbtCh2ARkgxsasVb22Gsgqe2Hj4u5O/G7Mr70DN7io1ltqW0Il7U1irGpi9+itzsLUrch1Uq6FWq/F+q290xD0A7F19kvzdnF35Unbvud7Jlhf4PLRYmqBmjKoW+WQMa/ZThI39Cf4thyLl9Fqj1XXUyjKoyhWMfqAqM7xGWab5oZ6r1D1PXfGaKeWKcvL3stIyfNFvLfn6z6WRiD2lGybx19JIAJrSmGui5wEADvx4GiqlCmun7QAATP52JLYmLMXm+CVkRZPnjzR/a0+KoBr+US+sOj8XE5cMJ8ecXB2x/PgnWHvxc4SEB7H6LJZwJeEl6wS1+aMjsOVUPGORfyXhJas5PT3/CxmrTIWIYfVq0AXN39oAVblC0025VFOijY19UW1MpSo3a1facQWgLDeYmynKFeVm7Wpur1VIuJYCQNMrAQBuHHuAumGB2LNS8++Jzq4Kc0ugkOvaPBu7atvXNk/buOCvqIT2n2vSX6mUZXhy9DvkpVxHrYjXAVhuX/o+jPZeSoXFPozAnF09uvEUn1Ps0FKGvd+D/N2YXXV/vS1WX/gM47+smuRxNrAV9wRVLfKN+Su66jqleZpEUYt9WIVPMmVXxI9axc5/AcDDq7pfdJnY1fCPehn4qweXHiPxpuZLtYPEAZvjlmBrwlJM/OZVnWvN2dXM9dqnm1wX+HyIDg8rzC2WzzILjFagoAvXcbCg9TNdgpprgKaRj0F1HbXGoTz8Zzbr99G/Ju3aTqRd22lwXuyGUazvDQCZL3LRMEIjbtOSNdUomndrhMlLR+Cz3qvx98pjiOgXTp5fUqjdXfaq5Q7vAA/kvMxHQXYRXlYIs+6jNSURhUIh5m6bjJUTtyLlvnYnh0AgEMAn0DCO0MnVEbBu9UISNjGsRILasA6hCPF3x0frLwAAfny3q8lwneUTOuGz368wnpMiNw2PDi1AkxHLyKY/dAlqRIxr2nVNN1pL7AsA1OVyVnYlz2ZXmjEzNReAabsi6kpvefgNpoYtIsfN2VXs6XiDBY4LdkWFjbh/maNbP91a4YXOvqHwDavoTaHnr6jivuHQhSgv1czJUvuiu86YXcnijrG+f4M2dfDh2nGM7Co7Lc/YbRgjFOquF8bsyjvAg6yPbissFfcEVRWuU/DiPl5c2kLrr/Sr6xSmP0T6jb8BWG5j6dc1ZV2r0q6onNh+GQOndCVfM7GriIrNA2P+6pMNb5PCv9e4DtixSDfMzpRd2RO8wOdhDJPFcsaGiwiv643GlEf0VPQXzdVTutCeZwxVmZy2+oR+4i0A+IT1wcvbmhrzwZ0mwtHDeMwklYK0B5Ddi9S5JvnESjj5hCCovW4yZL70Jur1nQ2hSIzS/HSkxuxg/FmoO+petTSO48HFJHzWezUAoGWPJrTXAZrYv5yXmqRmJzdHclz2PBf+dTVlEa9F3gMAq8eiWgqbGFZqghqxcDIR+abeg46Q3jPw7PyvpMgveHHPQNwD2hjX+L8/AcDOvgCtjQEwa1cEySdWQujgRFatYIK7j2aVYmJXVHEPmLeres2CIC9SMJ6LrYmTZuPTrZcZifvE1Fx8v++2wbitCgUAGn9FFfde9V+B7OEZAJbbF/U6U3YlkrhoysKy9GFPbj9nbVc1ETbi3tqFAp5f3Ayv+h1p/RVV5JcWZCDx4HyI3f2gyE212MZcA8NRlB5v0q4IchKjkZvMfMMFABq1rUc7bsqucjO04Uh0/urm8QdkbH1VfPHkKrzA52EE050wNycHDFociWOLhzIS+bM2X2I1j4R9c422c9ddNNcg5fQaAJodEM/QjowrBKghgOxepM41zy5sgG/TvuTOG0G+9CZ8m/Yhq+iwWRxdPLQlyTx8XPHqjN749+ezADT1d9/4crDO+WPmDcA/K0/g+LZLiDl8F4BmJ9/RWYKZv72FdR/+ic/7rUHXURF4nvCSrNHbuG0oov+5hZyX+di1/CgatwvB67O1SUUnt1/Btah7eHvRMDJhrjCnGDu/Ocz4s1QlTBLU2Ih8Njj7hqLxyOVIPDgfsetfA6AptUqXoObkXQdBHd7A80ubWNkXoLUxkcTNrF0RvIzdz7qKjpuHs1m7WnZ0JhYM1q1s4ebtYtauOo9oA6jVZCv503/GYMp32l08Y3a1ce4/8An2Qs+x7Rh/DkuYtfkSWob6MhL3gxZHwlkiAl1FWduIfI2/EgjFpLinYql96V9nzK5cA8PhG9aXtQ8jYGJXy47OhKJEE9bBpkqT/vnm7Gri4uE6DdesDdude2sXCnALbmbUXxEi/86WNwAArkHN4Bc+AE/P/FgJG+uAovR4k3ZFoCyTsxb4g/Q2AensSp91H/5p0l+d230dT+PSULtxLVzcd4u8bssX+zF1xSizdhVz5C5O/n4ZXUe1NXhvLsELfB6zsHnMve697pj3+xXGIr/fwsO495RdJ71abV4zWn1CIBCibvcPkFmxO+pSqyGKMx7Rnss1Rn7cByNm9IZapaZdoLz9Nbv8hLiXOIux4qTmsWqbPmEYNKUrjm29pFOd5OsDHyItKRMAEH/1CR5dT0Hijad4bWZf8j2iNl1AXmYhrvx7h3RscVce4/Ht59b7sEZgs1haS+S7BYahVpvXyAomoXo7U1QcKI1kuIo5uwpq4I+tCUuhUqpwLfIeNn62FzN/ewuAabsSVyTWj/qkL/b/dBoX98Vi8tKRZu2KSHBr2z8c1qRBoAdjce/pIsH7A5th9tbLtOdZU+RT/ZVX/VcMxD2XWbTvA4SEB5m1K+L43XMJlarSBJi3q1en96INE7MGloTlEIUCzIUXEiI/t8h44j8dwR3fMuqvnLzroE7XqUg+sRIAUL//XBSmJ9CeyxX0w7Lo7IoOY/7q6/0fYsmo35B89zmS72rWuFa9muDuuUd4/uglI7s6+ftlJN97ofOUk4vwAp/HJGwT1Hw9nBD19VAMWRLJSOSvmdoF/RcdYTwfBydPpN/YA9eAprQLoUpZhifHlkMgdIDYxdtuxD2BQCCAQGRapL799XC06tkEfrW9dMbHfj4Ir87ojeS7GscT2iIYAoGAFPitejZBYU4xGrUJ0XGMb3w5BLdOxaPPW9q/Z+teTdG2fzhunWS301YZLFksrSHyc5OvIv3GHohdfaEsLUTika91YvKpEAlqXIeJXVFtQkypimXMrgiITrlD3uvOyK56jmsPn0BPePhYNyh/zdQujMV91NdDce6+6f+XVZVDREXfX+U8vgTZg+M6Hbq5jEAgMLtbTj1enC+HWqUm6+eXliiQmpgBiYsEwQ39DXI61Go1Uh9n4mHME1ysEGzm7MpWcdJqlv7q8DVNsuj80RFYsU/zWZiI/HE/nGA1L2n0eoSPXkPrrwrTH0J67mc4OHtCVV6GpMOL4d9qOM1duI8pu/viz6lQlqlo/VW95sHY8vAbpNxPhbywFA1a10HsqXjcPfcIzbs1YmRXo+b0x/m/r6Nt33CyuzwX4QU+j1EsTVAL9HZhLPJdHNk1I2n06hKk39iDx5FLDR5l6yaoLYJnaAckHJiPwue3IXtwHPlPbzJ6j6KK9trUa8rleUirSEYiyKpo/Z52428IRWIoCtm3bbeEhq3rwK+2F0pLFDi47gwuHYhF/Za18daiYahV1wfhnTVt3NVqNWJPx2Pnt5ovUG6eLpi2crTB/ToOaYmOQ1rqjDm6SDD8w142E/iVSVCrSpGvn6BWnPkYiQfnGyTeAroJamzsC9DamFJRaNauCOhav1uLE79fxr3oRNN29c0RSJzEaN1b8/fvMKiFzj2M2dWkb0YAgNXbvJvyLfriPpBSDo9NoQC2OURU6PyV9NzPhoUCYLl9Ua8zZ1cSNz+b+bCzf13Fuz+MRr3mwWjSPhSAxq5un3lI2tW4zwehde+mCG1RG0KBgBT45uzKVqw6eBuHrqUw8lcr9t3CgZgUAKiWQgGAxl8lHpwPJ99QNBmxDGVF2TqFAiy2sTjNFxBTdkWQm2xZ52e2ODpLUK+9Zhde318RdlW/pbbLd362Rr+MntMftSidg43ZVfMuDdG8S0Or+7DKwgt8Hloqm6DGRuSzQSB0QIPBX+LJ0e90RL5+9QlC+PuFD0Dh89vITjgLgZBZRQJVuSYRR/8aVVkxXsbuJ1+XyzXJOS9j90MoEkOtYlfarLxMiWNbL0HkIESv8R10dk0J7pxLwJM7z9H9dd1Yv/zsIszqvIJ8fe9CIr7otxbvrR6DTsNaQa1W4+tXf8HzR+zKRFYHla0+AVSdyNdPUHMLDCNj8qmLJrFYEglqbOwL0NoYYN6uKkO5kXJ7VLsiduCpXPn3DgBmdnViG31YC1cxJe4BdoUC2OYQERjzV/qJt6j4/2+pfVGvM2dXL2P3s/Zh+pizK0JIJcU+M2tX6z78E3WaBmDJoemVmpO1OHg1Bb99yEzcf7P7Jl7rFEqKfFsWCqD6K0LciyQuEElcdAoFWGpjinxNJ2dTdkVA2CBbzNlV5rMcnN9zHUT68r3oRNRrHmzWrgQCAWKO3CXziGoavMDnoaUqEtSsJfKFIrGOyG8w+EtkxZ80WCwBABWP5pqMWsE4gYhowU295vbGsQiIGIWgDrrVTpJPrESbaX+TSbZM2rwTLBu3kfx917IobLz3NRwoIn/lxK1kDeDDv57D0A+0NaAXDP4JANB+UHNM+Ho4Em89xc/Td2Hjp/+g/cDmuB+dSDq1sZ8Pwp7vdUuVKcuVSL77AiHNgnRaumen56GksBS1G1U+vpgJVSHuCegWTbbQJajpi/zanSbiceQ3cPINJRPU2NgXoLUxkcQNge3GmLQrgrhd01kn2S4bt9GsXc3bMQVhr9TXuS68cwN8sGasSbtafnwW1Go1vhz0E3kdG7tSq41XE7EW5sQ9wK5QgCU5RAXP7yLt2l+0/kq/uo5vM80uvqX2Rb3OlF25BoajXu8ZrH0YFXN29eBSEimkxn4+EHu+P27Wrp4nvMTtMw9RrtQ0+StT6NZRN2ZXT+4+1+kzYg3mj45gLO4XjW+H0FoepMAHbFMoQN9f6e/qUwsFWGpjwZ0mIjVmh0m7Isi4Fwnp2XV0tzPK9kWHkFIRPmfMrlZP2a5zzf61pzBoajezdtWyRxNs/PQfg/c0ZVdBDfzh4u5kcA0X4RtdVTFZWVnYvn07li9fjp07dyInJ6e6p2QRbBPU5o2KoD2HEPmeLhIMWhyJxIq63JWFEPkeIRF4HLkEuU8u01af4DoNWtdB/VZ1AACn/7xKjqtUKnKxnPyt5hFhZMVCAABFuSUAgI9+Gg93H1e07deMTFp8cucZ/q4Q9N8d+wReFR0ds9O1uyf/rDqB797YhE3z9pJjxfklWDB4HRYN+xlJt9jVW7cEtjGsAPD76Ycmj0/q0xS/ftCDbIZlqiQdHXW6TqHdhSJEflFaHB4d+AISjwA0GbEMAgduJ1kB5u1q5cStBteM/WygWbsKCPVFYH0/jP18EHkdG7uKOXK3Cj+leZiIe0BTKICJvyJyiNjy/OJGk/6KEPn+LQYjq5I1xG0FE7uiirDwVxqYtavlx2cBAHZ+cwSZUk0/hgM/nSLvYcyuTm6/gmVjN+KPxcxzuyxhWIdQk8ep4v4LvSewBPr+ylTzPjYY81d0cflcLxRAiHtzdvXOspE640zs6smdZwCAes21Da3M2RXVjlV63eW5Bi/wqwi1Wo0ffvgBdevWxYoVK5CQkIA1a9agdu3aWL16dbXsVlUGtglqniayya0l8msCVLMQGe0ebHxXh2pXVDFLdBjlcqe9VQdvs05Q23QiHisoZc3ooC6aqw7erqrp2i3Wtiu1mtuLHMBc3APaQgFM/BXbHKL/Bsx8jjm7IsSTI4POw1yDibgnsJbIr3mYtis6jcXUrji8TFYKXuBXAWq1GlOmTMG8efPwxhtv4N69e/j9999x69YtfPjhh5g7dy4++eST6p4mKyxNUDNGVYt8IoY1XxqLhkO/hleDLngcuRS5yVfNX8whqKW6eo1rT44LhUI079YIAPD7VwcBAIPf604e9w7UZPRvmLMHeZkFuHH8AWIrdrcbtK6LtxcNAwDMH/gjcjI1DbGopePGzB2AL3dP00m6dfFwxrKjM/HNkRlo1NZ4h9mq4uBV9glq0waE45vdNxmL/INXU1jN6fmlrVApywzGiRhW16BmaPLaCijyX+LRoQVQl7MrYVcdmLOrT7dOMrhm35qTZu0q7Ukm0p5k4p+V2iofbOyq07BWVfchTcAFf0WlTrf3TPortVoF6bmfkXn/KHybDaK5A/dgYlfzdkwhf4+78tisXRG1zsd+Pgj+Ib4AgNc+6Ufew5hd9Z/UGV/98z4mLB5WxZ+SGWzEPUFVi3xj/kqpMGz0UF7ELsTM1jRoo3nCbc6ufv/qkO51DOyqQeu6AICU+2nkdebsivr++iU8uQYfg18F/PDDD/j999/RoEED/Pbbb3Bw0P5ZV6xYgf379+N///sf2rRpgylTppi4E/cxt1hm5RvvskkXk28JdAlqnqEdDBJvAZBb5I/2f8E6yZZ6Tbk8Dy+ubKNNGLq9aZxFSbYL/n4PyfdeQFmuRN+3XtGJkwaAT7dMwoNLSXh4NRk9x7bXeVz49YGPMKvzClyLuo9rUffJ8ffXjIGDWIQ2fcJQp2kAnie81BFgBCIHERpFGIp4W9WPBtjFsBIJapP7hiHIxwXf7NZUezC1gE7q0xTSzAIs3xtr9Bx9ClPj8OTodzpx+HQJakSMa9qtPQDY2RegtTGlotCsXVHH2VbRWfD3e2btii5p7cGlx5jdbSX5ms6u9JtjAezsyhZPl9iI+7xC3S9r1sohcq/TCrVav0rrr0hxfy8KoX1nAyIxsuKOWWxf+j4MMG5XOYkXKpVka86uwl6pj/HzB2P38qP4p6L0ozm7qtM0AK17NcHVit4f+oUIjNlVg1Z1qqXCiSXinqCqYvJLslLw7PyvtP5Kv7qOPOc50q7vAmC5DyMao5myK+oYWyYsGo7C3GKTdrXy9BxE77uFMnkZjm29hFFz+jGyK4FAgPfXjMGGObpx+Kbsyp7gBX4lkUqlWLRI0zL5ww8/hESi+zhRLBbj3XffxVdffYW5c+di2LBhqFXLNgmMVQ2TxXLmxmicWTbC6EKqv2iuZRnDqlaV01af0E+8bTh0ITxDO0AWr1lIfJr21inXZYqizCTkJkXrXPPiyjYIxS4IiNB26sxKOA15thQBEaPIMpmZ95h3f3UQi9BvQieT5zTv2gjNu2p2xqgC38PHFb/dXoiojdE4//d1BNb3w7srR5O18QUCAZYcmo475x5h+1cHkScrZDwvW8EmhpWaoEYsnExE/rAOoawEfp1u7+LFpS2kyCfKZOonqBExrgn7PgPAzr4ArY0BMGtXBC+ubGN8fwIHMf2CTbUrOrqPaYc7Zx6atKs93x9DaYkCHQa34GQlnWeZBZi95TIjcZ+eU4yV+w3txFaFAgh/RRX3fs0HQvbwDADL7Yt6nTm7CogYxdqH6WPOrojeByHhgZjxy1sm7WrC18PRundTTocZUqmMuCeoikIB0rM/w9m/Aa2/oop8okymwMERUBRabGMSj0Ao8tNN2hVBbnIMitLZl142Z1d+dbzx2id9EVNR/atlN02yMBO7emVoK+RlFtbISjq8wK8kK1euRGmpZudnyJAhtOcMHjwYX331FXJycrBhwwYsXLjQllOsEpjuhBXKyzFkSaTJc6iL5owNF1nNI+nfr6FUFNMmqOkumt9A7OINRaGmyZNf84GsqujkJkXrXPMydr9BFR2Juz+ST6xEUPtxZBWdyiyOTHl85zlcPZ1Jp/baJ9pW4PKiUk1DIlcJQlvWRpveTSH/fBA2frYXhXnF2DRvLxq1CUHvNzuS11yLuodbJ+Mwara2BnBpsQKHfztn9c9iDP3Fcne07s41G5HPBvfaLdBw6EI8jlyKe79PgrK0EM7+DWkT1NwCwxDYfhzSrv7Byr4ArY3RVdHRtyuCnKRo1lV0LKXPGx3xzrcjydd0dtWmov49saheP3af7AAJGLer3SuOwifQEy17MP97WcKMDRfhVxFPb07cD1kSiRIF/e61bUQ+4a9kpLinYql9Ua8zZVeugeEI6jDeZj7snWWvwa+2l0m7AjThr8l3n+NForbMoTm7GvZhT5t/KWAj7n8//RARDboZPa4v8iezrCwm8Qoy6q8IkX9v+2SoyssgcfODf6vh/2/vvMOiOLc//qXDUkRAFGxwFVCjoIAtAUGjEQuaaK4iKqLGEmPXa4kFUHMtiSXG9tMYsVwblthLFAtiCYqi2ECkCoIgvQp7fn9sdtxhK1XQ9/M88zy7+5Y5M3P2zJl33vccJF7bXHkda/cVkm/vUahXYjR0DSvl4FeU4sISPL31UqleFeWXwNq+KffgeWTtRYz2H6RUrx7fjMG1g2Fw7F2z2birCnPwq0BJSQn2798PANDX10ebNm1k1nNwcICOjg6Ki4uxc+fOeufgV+Q196ZJLpi186bKTn6vRSeQnqu6LKVF2bDoMlJutBx1DS38y2Mhwrd4oiTvDQTmtvUqmy0RgYSkMEvfvoD3N+BtEUu5cIRBP1/Aud/5D0x+x77nPj+8FoVbJyJw++RDuA135vZx4L9nkf0mD8bmRvBa2A+AKO5wbWaxlUTVm2VNOfnG1l3RxHkYUv7+HwDAZmCAzOgTAKDTwFLm73UNVfRKWPZ+saxkOEJ5eiV25tOTRJHCzm4PwZCZvZXq1bVDdwEALdvX7Lkz0NVU2bnPLijB/KEdsXDv3zLr1aiTL2GvGrZyqTdZbAGRXgnLhEr1Sla5Mr2Kf5yMgCFbpdop06svhnSq1amGFR2533HxKSxMBEqnFwIiJz89p7BC8rRwnSzXXhk0aYMW7lMRe1E0/a61pz/yXj+vUP91BUV6t2rkTt53ZXolHmx4HBqD4P/dUapXx9b9hdhHr5BfwWtT29TtFQJ1nNu3b3NhMK2srOQuuNDQ0ICNjUiB4uPjER0dXWsyVpWKLlBr3sgQ5/0HILugBP0DzuB1pvSiHjFNGgqwUWLhqKqkPTiOvNeywyUSCZEYso37XpAWU+H+PxQnNgVjfJul+K6dH8bZLZEKwZWZJlos232QA/eb3+DNAESjWuKbZY9hzviXg2iuYMCQrSgtFfXTtuu/YNvZCv0nufIMY/8JPdCqU3Nev+26t0KrjrU/37CiN8sFQx2x1MtJpYW3qpL3+hnSHhznvsddXi9z4S1Q9xeoAcr1KiXmDcbZLcF37fyw/T+i8JbbZonWFijSq3clpXhX/A7HfhVlSHUZ2kklvWrv0ho9hjnDUIXFrlVh40RXlZ378/4D0LihvsL+amLhbXl7lRV7p14FClg2dJtKejXObglSXr7hyiJvvFCqV2InzNq+GZftFlCuV8bmhjV1uFJUxF6F/LMmoKYDBST//T+59qooMwlJoe+d39i/fqnzgQIqoleSqKJXLkNE1+zRdZFP1syusUp61cf3c1jbN4PTV59V34HWAGwEvwrcufPeEDdv3lxhXQsLC0RGihZDhoWFcQ5/XaayC9RsLI1x3n8APPzPKB3JNzWqWMIIu6G/IOnmH4j+cyFsvl4Jgybv35rwF6jNhkmbXnh6eCYK37xAdtzfKHqrWmz3vJTHomOSaFNalI2M55ehbdiIq5fxTOTYZDwPhrqGFor/yeinKnkST/95mQU48dsVXvmBn85i5JL3kSDEC9O+8v0c41cPwXdt/ZAal4HiwhLOIfvl6lyYWIhGGfYsPYmrh8Lw9JboIadhYyMs2DdeSo4+Y7qjz5juvN8MGgowaqmnzBG0mqKyc1ircyS//AK13FePEHNmudTCW4C/QK0i+gW817GykjyleiWm4M0LFGUmVeh4CnKKlOrVov7Si2XfpmQr1aurB8KgI3gv35cj+etJ5OnV7J2iKBQ1vQhSkW0p79zbWBrjXkw6gIoFCqjoGiJJZNkrmYECUHn9kmynSK+Ks5NhYNG2wjZMEmV6tajfRkz8WRRd6ei6vwAo1yt3r87wCRiE2ycjEHU3DoByvaotAi8/w46LT1WyV7uDn2PXZdFI+YcIFACI7NXzY/Ogoa2Pdl6bUJybxgsUUHkdCwOgWK/E5PxTtyKc3xmK7zcM577L0qs/ni/n/TZz+2jYu9kCUKxXAOA5xR3ze68DAIxfOYQ3zVCeXnUbaI9uA+0/yELuisAc/Crw4sX7ecGWlopfNxsbG8tsV1ep6gK1ijj5FUFdSxe2g39C1IlFPCe/fPQJ8Wvuxh0HI+6vtdxK/4pQvk3R2wTu1aYk8eK08hUk95+07QCQkZIFAGjvagMff0/M+3IdntyU//ZBXV0dRmYGyEnPQ5HEw5X4ZgkATn3b4eqhsDq5wLY8VV2gVl1OfvkFasbWXbk5+ZI3TfHNUrxArTL6JaYieiUsle98yiL7n/lvqujVzmfLML7N0vdyKdGrtISMehmzW5ZzL0lFAgVUdA2RGHn2qvzCWzGV1S9Z7WTpVVlJgUwdVEarTs0x6Zd/V0ivJFGmV136d6iwTLVFRZz7Kduuw729Ba7+E46xNgMFSNorDW192A1ZDS19E2jpm/ACBVRWx8Rz6qtTryQRh5EujyK9avBPckdAuV6ZNTOuknx1GebgV4HXr9+PdhgYGCioCejovE8ElZWVJbNOcXExt2AXALKzRSGlcnJyqiBlxcjLEzmDkzZfQwOBNvxHOONFSjZepMgOb/U2twjzdt1CTqEoZNaDl+nIL3r/evCnUV0wd9ctuC/8E2vGdodJuRTP0cnZ3H4VHadYroK0Fyh7VwiLzt5IvLEDz4/OQ/MeE5EdH4bsl7fR2HEYtI0tkPNKFFatKFP0hN3CfSp0jJuqdA5yEu8j9d5hXpvoU/4wsXGFaZv3C1qzE8KRFh6E1p7LoaahieKsV0i4ukn1Y8kuRFRYHABwadUjQ6Ix70vRaEI3T3uuHAB09LVRnF+CuMfJeJOUiZx/HPeUl2/QoJGBKBLA6nNw7NUWQqEQ6yfsBQA0+OfVYtzjZBQXiK4TESHnbT4MGwp4U8uKC0tQWloGfUM9pMSmc/JWpw6Kj1+sK/+7FoXdwVEY08sWLm0tcONJilSbqFdZvDaycGlrgTG9bLHs4D3Ep+VipJtthfVLU78hLDp7I18iHKW6th4suo5G8q3deH5sPhp91g+JIduhrqULk9ZfIC3ieIX0C3ivY1DXgomtm0K9EhN3eT20DRohP+Wx6jqWK3ogUKRXhib6yH2bL3WzVKZXja3MUFry/lrEPU5GUX6xUr3i+q8l/ZJEbK/yikvxy9juSM0qROo/WaHFOpaZVyzXXkniP8IZM34PVfkYxHK9jQ5B8t/7ZNorAGjkMAjvCrPx4lQAGrYWRVGprH5JtlOkVwKTljDvNKTCNizmfqLKeqXfQA/JMaLpFAYN9ZCXWahUr372/QP/CRzLtYuNfMXZMEC2XgFAztt8bgClpvRroHMLufZKzPnwBKw78RADnFqgfQsTXI1M4fRSlr2SRUVtmIaWrlx7ZdndF4VZSSjMeu80N7R1w9unf1Vaxxq26Y3MZ5cU6pWYrNg7eBPxZ4X+L+1dWyvVK3G5WE8uBN6E+zBnpXqlrq6OB1ffT/cV3yMV6ZXASBea/yQPrCkbpgjxflRKnkqMStO7d28CQABowYIFCuuOGjWKqzt+/HiZdfz8/Lg6bGMb29jGNraxjW1sY1v5LTExUamPykbwq4CGxvsY01pailOWl5S8H3UoHytfzMKFCzF79mzuu1AoxNu3b2FqalpvYgHXJ3JyctC8eXMkJibCyMjoQ4vD+Mhg+sWoSZh+MWoapmN1DyJCbm6u0mnhAJuiUyUMDd+vqi4qUjw3VrJc3h9FR0eHN5UH4M/dZ9QMRkZGzHgxagymX4yahOkXo6ZhOla3aNCggUr1WJjMKiAZOSc/P19BTeDt2/fh9Fq0kE7lzmAwGAwGg8FgVAfMwa8C7du35z6/evVKYd03b97HapVsx2AwGAwGg8FgVCfMwa8C7u7u3OeXL1/KrUdEiIuLAyCahtO5c+caloyhCjo6OvDz85OaFsVgVAdMvxg1CdMvRk3DdKx+o0akSqwdhjw6duyIiIgIaGpqIicnB3p6elJ1oqOjYWsrCoE1ZMgQHD16tLbFZDAYDAaDwWB8IrAR/CoyY8YMAEBpaSmuX78us87Nmze5z1OnTq0VuRgMBoPBYDAYnybMwa8io0eP5ubUHzp0SGadoKAgAEDfvn3Rs2fPWpONwWAwGAwGg/HpwaboVAMRERHo0qULACAyMhI2NjZc2bVr19CzZ080btwYf//9Ny/yDoPBYDAYDAaDUd0wB7+auHDhAoYOHYomTZpg06ZNsLOzw9mzZ/Hjjz/C3NwcJ06cQLt27T60mLVKeHg4wsLC8PbtWzRs2BDW1tZwdXWFQCDgyg0MDLj1CQwGg/GxUlZWhjt37uD+/fvIycmBmZkZbGxs8Pnnn3PJD4ODg9G+fXuYm5t/YGkZDEZ9h03RqSb69u2LiIgIuLm5YdKkSWjbti22bduGRYsW4eHDh5+Uc3/r1i106tQJXbp0QVBQEGJjY3HhwgWMGzcOJiYm6Nu3L/z8/ODl5YWoqKgPLS6jFtm2bRvU1NSUbnl5eVyboqIildps27btAx4Zozapb3p0+vRp2NnZoVevXjh79ixiY2Nx8uRJDBkyBCYmJvjmm2+wZMkSjBw5EmlpadW+/0+Vuq4nCxYsULofMzMzXptnz56pJN/58+erLB+jnkMMRjVy4sQJ0tLSImtra3r06BGvrLS0lI4cOUIWFhYEgADQqVOnPpCkjA9BYWEhJScn04kTJ8jKyorTAwDk7e1N4eHhlJaWJtUuLS2N7t27R15eXrw21tbWdOrUKUpOTqbCwsIPcESMD0F90qPNmzeTmpoaOTk5UXx8PK+sqKiItm/fTkZGRpws5e0mo/LUdT3Jz8+nxMRE2rdvH5mYmPD2NWPGDHr8+DFlZGTw2pSWllJqaiqFhoZS7969eW0cHR0pODiYXr9+TSUlJVWWj1G/YQ4+o9pISkoifX19UlNTo4iICLn1UlNTOWPLHPxPlz/++IO7Meno6FBxcbHSNiUlJaSjo8O1CwwMrAVJGXWZuqxH9+7dI3V1dTIwMKCUlBS59Z49e0YNGzZkDn4NUpf1hIho6dKlvAcJVUhISOA5+FevXq0x+Rj1DzZFh1Ft/Prrr8jPz4e9vT3s7e3l1jM3N8fevXtrUTJGXaRZs2bc50aNGnHzkBWhpaXFe2XdtGnTGpGNUX+oy3q0atUqCIVCfPnll2jSpIncenZ2dti4cWONyMAQUZf1BODLp+p+LCwseN+ZPWRIwhx8RrVx9epVAEBxcbHSui4uLiyj7yeOlpYW91lDQ0PldpqamjI/Mz5N6rIeVcQmenl5wdLSskbkYNRtPQEqJ195eZg9ZEjCHHxGtZGTkwNAtAhIXtIvSfr06VPTIjEYDMYHQ2wTr1y5gujoaIV1NTU14e7uXgtSMRiMTwHm4DOqjZYtW3Kfhw4dysvgKwsvLy8WIpPBYHy0iG1icXEx+vXrh2fPnimsP3nyZBYik8FgVAvMwWdUG0OHDuU+p6enw83NDf7+/igpKZFZv0OHDgod/OzsbKxcuRLdu3eHqakpdHR0YGdnBz8/Pzx+/Bg+Pj748ssvufpNmjSRChUWGBjI69PKykqqjvg1enmePHmCCRMmwMbGBnp6ehAIBLC2tsaYMWNw+/ZtuXJfu3YNo0ePhkAgQFxcHMrKyhAQEAALCws0a9YMR48elWoTHR2NH374AXZ2dhAIBDA0NESnTp3g7++Pt2/fyt0XQz5FRUXYsGEDXFxcOP1p0aIFRo0ahbCwMF7dxYsXyw03t3jxYgCiUIfly+SNuFZWd8SEhobCy8sLzZo1g7a2NoyNjeHm5obff/8dZWVlKh3/1atX4e3tjdatW0NXVxeNGzdGz549sWnTJoVTRhITExEQEICWLVvC398fAFBSUoINGzagQ4cOEAgEsLW1ZXPGVUDSJsbExMDZ2RmbN2+GUCiUWd/V1VWpg//69WssXrwYjo6OMDY2hq6uLhwcHLB+/XqEh4fD09MTY8eOBSA/5GN5myerTlxcnMz93759GyNHjoSVlRV0dXVhaGgIW1tbfP/993j69KnMNmVlZTh9+jS+/vprbipKQUEBpk+fzuUDCAkJkWp37949jB07FtbW1tDV1UWDBg3QrVs3rF27FoWFhQrPE0OarKwsLF++HM7OzpzutG7dGpMmTcLz5895dUeNGiXXJv7+++8AgE2bNkmV+fr6ytx3ZfRGkjNnzmDQoEFo0qQJtLW1YWZmBg8PDwQFBal07EKhEKdOncLXX3/NyWBpaYn+/ftjz549cv+TgGhWwty5c2Fubs75FLm5uVi2bBlsbW0hEAhgb2+PAwcOqCRLrfGhV/kyPh5KSkrIycmJt6ofANnZ2dHp06cr1NfZs2fJzMyMnJ2d6eTJk5SYmEgRERE0e/ZsUldX5/p2c3Pj2rx+/ZqCg4OpRYsWXPmuXbt4/b569YrOnTtH5ubmXJ0rV65I7f/AgQOkpaVFJiYmdOTIEYqPj6dLly6Rg4MDASANDQ06d+4cV7+oqIhWrlxJrVu35h17bGws+fr68n4zNTXl7evXX38lGxsb2rlzJz1//pyioqJo/fr1ZGxsTADI0tJSYVSi+sqVK1e4c9KyZUuV27Vs2VLhtSMiioyMpDZt2tDMmTMpLCyMEhMT6cyZM9StWzcCQOrq6rR69WqufnZ2NgUHB1PXrl1512r+/PmUk5NDRKJrHBgYSABIIBDQli1b6PXr11L7rqjulGfhwoWkpqZGdnZ2dPbsWXr58iX973//IzMzMwJA+vr61KBBA2rQoAEZGxvTlClTeO1zcnLI09OTNDQ0aOHChRQZGUlxcXH0xx9/cCFqW7duTU+ePOG1u3jxIg0YMID3//Lz86OEhATq3LkzJ7vk+Vm1apWql63GqEk9qipZWVk8eyTeOnfuTKGhoRXu748//iB9fX3q06cP/fXXX5SUlER///03jRkzhtf/mDFjuDZJSUl0/PhxLkqPrOONi4ujoKAg0tXV5dmu8vz888+kpqZG1tbWdOHCBYqPj+eFoBQIBDxblZmZSYsWLaKmTZvy5CspKaGvvvqK95uTkxPXTigU0vz588nBwYEOHTpEMTEx9PjxY/Lz8+NkbNOmDSUmJqp87uqynhAR7dq1S+Z9TRnl7zfyuHbtGllbW1NAQADdv3+f4uPj6fDhw9SmTRsustC+ffu4+unp6XT69Gmys7Pj7WPTpk1UUFBARKIwnytWrCAAZGZmRgcOHJAK60lUcb2RpLS0lEaPHk0AqFu3bnTt2jV68eIFbdmyhQQCAQEgQ0NDnk0sb5eSk5Ope/fupKenRz///DNFR0dTdHQ0rV+/ngtR6+zsTK9eveK1O3ToELm5ufGOf9euXfTw4UPuXl/eJh44cEDVS1fjMAefUa0kJyfTZ599JnVDA0C9e/emBw8eKO0jKCiINDQ0yMPDQ2YoszVr1ig0hL/88otcB1/M1KlT5RrtpKQk7iayZs0aXllCQgLnADk7O3O/l5WV0eXLlyk4OJhMTU15DtKECRPoypUrnJPUs2dPrt3WrVvJyspKpqN448YNrp8WLVpwRvVjoaZuuAkJCWRmZkaHDh2SKisqKqL27dtz7cs/eObl5fEeUidPnswr37hxI+no6NDly5dlylYZ3ZHkt99+IwCkra1NMTExvLJ79+5xN5P27dtTbGwsxcXFUXZ2Nlfn3bt33A1p8+bNUv3HxsZyDwpmZma8fbx8+ZJKSkpo2rRp3PGPGzeOOnXqRBs2bKA3b95QSUkJHT16lAsdaGhoSPn5+TKPpbao647bkydPyNLSUqZNHDZsGL18+VKlftatW8ddE6FQKFU+ZcoUmQ6+GEU2T8zAgQPlOothYWGkpqZGAOjw4cO8stDQUK7dt99+y/2em5tL169f5/KjSNpFPz8/OnPmDNna2hIAGjt2LNdu/vz55OzsLFO39u3bx/XTpUsXmedCFnVdT2rSwQ8PDycjIyMKCQmRKsvIyKDGjRsTANLU1JS6R79+/ZqXQ6C88zx79mxq2LCh3PCuldEbSebMmUOAaGAsKyuLV/bnn39y7fv27cvZREm9yc7O5h5izpw5I9X/3bt3OXvWqlUrevv2LVf24sULKioqoq+//prbz6xZs6hDhw60a9cuysnJocLCQtq6dStX3qpVK5nH8SFgDj6j2snOzuaeuMtv6urqNHnyZMrMzJTZNjo6mgQCAeno6MiNG52cnKzQEEoaSnkOvp+fn1yjffDgQa5sz549Um3FxsLQ0FBm34MHD+baf/nll1RWVkZEooeAiIgIKioq4o5DV1eX1q5dK7MfIuKcMXmy1Gckb7hqamrcCIyyTXyzkHfDHTRoEHXo0EHufufOncu179Wrl1R5QkIC95CmpqZGly5dIiKRo6avr0+7d++W23dVdOfdu3fcfl1dXWX2379/f65/WTdr8cOtlZUVp3fl2b17N9eHrP0cP36cK7exsZHpgEr+v69fvy5zP7VFTelRdZKcnEweHh4ybaKOjg4tXrxYYeKkkJAQ0tDQoCZNmsh90L9586ZCB1+RzRMj+SagvLO4atUquddcKBSSnp4eAZD73xO/wQJAvr6+3O/FxcUUERHB6eu9e/dITU2Njh49KrOfvLw83vlTVf/qup5I3rc0NDRUlk8VB9/BwYE8PT3l7vvbb7/lPdSXJzw8nHOC9fT06PHjx0REFBwcTNra2nIHPIiqpjdpaWmkqalJAGj06NEy+2/Xrh3nW5RPJEf0/sG2R48ecmUMCAjgZBw1apRU+fr167nyrl27Unp6ulQdV1dXrk5CQoLcfdUmLKYSo9oxMjLCnj17MHLkSEybNo0XPUIoFGLbtm04efIk9u/fDzc3N17bZcuWoaCgAIMHD5YbN7px48Y1Kn+nTp0gEAhARDJDeYrjIufn58tsb2BgwH3+73//C3V10VIXdXV1Xn6A//u//0NRURGWLl2KZcuWyexLHIUDAO7evYvRo0dX/IDqAZaWlrhx44ZKdV1cXPDq1SuZZbGxsTh16hQ0NTVhbGwss05RURH3+e7du1LlzZs3R2BgIAYNGgQiwvjx43Hr1i0MHToU48aNg4+Pj1zZqqI7jx8/RkZGBgB+TGxJXFxccPbsWQDAw4cP4eLiwjuuVatWAQD69u3L6V15Ro4ciQULFiAlJQUhISG4evUqby2BpP56e3vD2tpaqg9HR0cul0VqaqrM/XwIqkuPqhsLCwucO3cO+/fvx9y5c5GSksKVFRcXY8WKFQgKCkJQUBA6dOgg1f7HH39EWVkZhg8fDj09PZn7qGm72LVrV2hoaMDY2Bjt2rXjlampqcHU1BRJSUkq2cXVq1dzn7W1tXl2cePGjSAi+Pr6Yty4cUrlunv3LlxdXSt0LHVVT8Q4Ozvj4MGDKtWV9f+U5OrVq4iIiMCzZ8/k2sSCggLusyyb2KlTJ6xduxZTp05FYWEhfH19cfToUYwYMQIrV65Er1695O6/Knpz8+ZNlJaWAlBsE588eQKhUIjIyEi0aNGCK0tJScH27dsBAP369ZMr49SpU/Hf//4XxcXF2L9/P/z9/dGqVSuuXFJ3J0+eDFNTU6k+HB0duXUkqampaN68udz91RbMwWfUGH379kVkZCQ2btyI5cuX85zV5ORkeHh44PTp09xC2aKiIhw5cgSAyMDJQ57jUl3Y2toiMTERAGBiYsL9npGRgUOHDiEqKgoA5C7KkYxFrGjB3OXLlwEAW7ZsQY8ePZTKZWhoqFz4eoqmpiasrKxUriuP4OBgEBE8PDxUWgSqpqYm8/eBAwdi1qxZWLduHeLj49GhQwe0bdsWa9euVdhfVXRHcvGsPCdJMulO+ToXL15Eeno6AH5Eq/JoaGjA09OTu/H9+eefPAdflRjcDRo0UCrrh6C69Kim8Pb2xqBBg/DTTz9h/fr1vMXOz58/h7u7O65evcpz8uPj4znH4UPaRXd3d7x69YoLAiDm1atX2L9/PxcMQN4i8IraxT///BP/+te/lMrVsGFDleQvL0td1hNdXV2V5VOG+HyOGzcO8+bNU1pfMh6/JD/88AOCg4Nx7NgxhIWFoVOnTujTpw9mz56tsL+q6E1VbWJQUBAX5EORTTQxMYGbmxsuXrzILcadOXMmV15fbSJz8Bk1ira2NubOnQsfHx8sWrQIO3fuBBEBEDn0Pj4+ePbsGQwNDXHv3j0uMkKjRo0+pNg85+z69evYvHkzbt++DS8vL5ibmyMtLa3K+xCHzNPW1q42Y/6pIz6nJSUlVT6nq1atQkhICMLCwpCRkYHvvvtO7s1Pksrqjq2tLfT09FBYWIjw8HAQkdQDiORoeceOHXllktF5jIyMFMro6OjIfS4fulHeQ4+8OuL/M0M1DAwMsHLlSkycOBFz5szB8ePHubK3b99i9OjRuHfvHudUSI40f2i7KH5LQEQ4c+YMtm7diqioKPj4+MDQ0JA3ElwZ8vPzkZSUBAAQCATMLlYD4v+3UCis8vncuXMnwsPDERcXh4yMDEyePFmldpXVGwcHB6ipqYGIZL5ZAKrXJl68eBHAx2MTWZhMRq1gbm6OHTt2IDQ0lPfqKjk5Gfv37wcA3mvrusCtW7fQvXt3jB07FkOGDEFMTAxWr14t8/VcZcjKygIAPHjwoFr6Y1TvOdXS0uKNTs2ePZsbnVdGZXTHwMAA33//PQAgKSkJx44dk6ojvgF17NhR6rX4mzdvuM95eXkK5ZOczvHu3TvlB8SodqytrXHs2DGcOnWKN3UiIiICly5d4r7XNbt45swZfPbZZ1i6dCmmTp2KqKgoLFmyBLq6ulXuW/z/BZhdrC6q0yYaGxtj0qRJ3Pfx48cjNzdXpbaV0ZtWrVrhm2++ASCyqeWd/Hfv3nEhXz09PWFjY8Mr/9RtInPwGdXGsWPHFMaSBYDu3bvjxo0bPEdH/AcVz7UDRLGePyQBAQFwcXFB48aNERkZieHDh1f7q1qBQAAAOHHihEpP/C9fvqzW/X+MiM9pamqqSvHmY2Ji5JYlJSVh5syZGDVqFADR6Kq3t7fSOPRV0Z1Vq1Zh8ODBAEQ3z6CgIBQXFyMrKwvz5s1DSEgImjdvjqNHj0q9NpZ8/R0bG6twP5J1Fb26ZlQN8ZRDRQwcOBCXL1+Gjo4O95tknPq6YheFQiEmTpyIgQMHwt3dHWFhYejXr59Ko5uqIv7/AqIpOsooLCxEcnJyte3/Y0R8Tu/du8e9HVGEIpv44MEDrFy5El5eXlzdiRMnKuyvqnrzxx9/oFu3biAiDB48GJcuXUJpaSlSU1Mxbtw4xMTEwN7eHrt27ZJq+6nbRObgM6qNw4cP4/Hjx0rrtWjRAkuWLOG+Z2ZmAuC/fr5161al5ajoXNTyzvWWLVvg7+8PQ0ND7NmzR+6itqoifl367NkzpQuqzp8/jz179tSIHB8Tkq+gxUma5FFSUiJ3EV9RURG++eYbjBgxAnv37uXq3bhxA35+fnL7rKruaGlp4dixY+jZsyesra3h4+MDAwMDNGzYEPv378fs2bNx//59mXOTJedt37lzR+F+JF+Jd+/evUIyMlRn/fr1yM7OVlrP0dGRe3sDvLeJQN2xiwsWLMCOHTvQunVr/PbbbyrNS64oxsbG3FzmixcvKs2Gvnv3bu6tFkM2YptYWlqK5cuXK6ybnp6OGTNmyCzLyMjAN998g2XLlmH//v3o3bs3AODgwYNc4itZVFVvGjRogODgYLRt2xaWlpbo168fBAIBmjRpgps3byIgIAC3b9+W+Xb0U7eJzMFnVCunT59WqZ7YOADgpuw4OTlxN6FLly7xou9UBH19fe6zKq8PJUfIAOCXX34BIJoTrWzeXlWQnGIxZcoU3L9/X2a9vLw8zJo1C56enjUmy8eC5Dm9cOGCQid/+fLlvOgdkkyePBmGhob4+eefAYgie7Rp0wYAsHLlSm7hWnmqqjulpaUYMWIEWrdujfv37yM3NxcJCQnIzMxEUlIS1q5dK3eaz4ABA7hR4AcPHuDFixdy9yPOUqqnp4dhw4ZVWE6GapSVlXFRj5QhyyYC4EVjOnToUKUzW1fFLpaUlHCL1jt16lQjzj0gmsfcs2dPAKIHjBEjRiA+Pl5m3ZSUFCxfvhweHh41IsvHgqRN3L59u8yRbjGzZs3izr8k4ghOrq6umDFjBtTU1LB3715usfT06dNlDu5Vh97k5ubCw8ODy0Cen5+PuLg45OTkICYmBkuXLpU7kDJkyBDu88WLF3mBPsojtonNmjXjAn/Ud5iDz6hWtm/fzosMIQ/JUa1BgwYBEI3e9O/fH4DIoHh7e8sc/Tp8+LDCviXDa8p6ao+IiMDu3btlygK8X7QTFRUldSMsKCjgQhkC4FboS6ZNlxz5UjSX7/vvv+ceaLKysuDm5oaNGzfy9nnjxg307NkTTZo0gZOTk9y+6iOSelKROY+SYS7LP5w5ODjgiy++4L4HBARgxIgRXPQaQHR9Z8yYgTVr1mD69OlS/W/YsAHBwcE4fPgwN7VGX18fhw4dgo6ODoRCIUaOHClzukRVdWfBggU4fPgwFz5WU1MTFhYWcsPbSWJubs6bH7ty5Uq5da9duwZAdEOXjP4A8K+FKlPHlE1ZqmlqQo+qk02bNql0HiXtkOTDvL29PTcSmZWVBR8fH053JKmqXbx8+TJvgEZSnuzsbO48R0RESF3zjIwMLnKIpGyVsYtTp07lPickJKBr167Yu3cvd72ICKdPn0aPHj3w1VdfyQ2nXJ66rieVkU9SNkC2fAMGDOC92Rw/fjymTZvGm67z8uVLeHt74+zZszLfas6ZMweZmZlc5C1ApE+7d++GmpoaCgsLMWzYMKnFstWhN2PHjsX169c5m6itrQ1LS0uVoso5ODhw/kVBQQF+/fVXuXXFNnHp0qVSb7vqm03kqMWY+4yPnOHDhxMA8vLyotLSUoV1xYlyXFxceJkIHz16xEuXbmVlRdu2baPw8HAKCQmhadOmkY+Pj8JEV/n5+VwKa3V1dVqxYgU9f/6c7t69S7NmzaL27dvThAkTuD6++eYbio6OpsjISCIicnR05MoGDBhAMTExlJqaStu2bSMbGxte8qmQkBA6cOAAL2vpkCFDuPLymVLL4+/vL5X4RktLi1q2bEkGBgYEgPT19enp06cVuBL1g23btvGOWVGiHzE5OTlcNljISWQWGRlJ+vr6UufV3NycLCwsuO/Lli2Tanvy5EnS0NCga9euydy/ZLIgV1dXqUzLVdUd8TUHQI0bNyYbGxtq06YNtW3bltq3b0+Ojo7k7u5OU6ZMkSljXl4e2dvbc8l8Tp48KVXn7t27pKmpSfb29jIzRQcGBnIyzJgxQ+Z5+P3337k6K1eulFmntqgpPaoOunbtSgDoP//5j8J6QqGQy0A8cuRIqfKLFy/yEi7Z29vT3r176cGDB3T58mUaOXIkjRw5UmGiq5cvX3J9CAQC2rx5M7148YJCQ0Np7Nix9MUXX/Bs1w8//EDR0dEUFRVFREQmJia8ZEivXr2ixMREWrNmDbVq1YrTXU1NTXrx4gVt2LCB9u3bx+1f8r8htrXy8PX1lfr/6urqkpWVFZcYycLCglJTU1W4CiLqsp4QES1YsIDbT/PmzVVq8/jxY945kpeI6/Lly1wWbPGmpqZGlpaW1KhRI+43Wcn5Nm/eTNra2pwelEcyOdrw4cOlMgtXRW/evHnDk7lp06Zka2vLs4lOTk7Uq1cvmj17NoWHh0vJl5ycTM2aNSNAlFQuLCxMqo44I66Hh4fMY5S8T69fv15mncWLF3N1Dhw4ILNObcMcfEa1IXbwAVDnzp1lZtosKiqi+fPnEwCytbWl169fS9U5fvw4lzWv/Pbdd99RaWmpQgefiOinn36S2d7Z2ZlSU1N5jpqGhgZ5enpScHAwEREdPnxYZlsbGxu6d+8e70YKgHr37k3FxcWUkJBA+/fv5x4uANBnn31GV65ckZn5jkh0Y5c07OU3gUBA58+fr/xFqWMUFhZSYmIiHT9+nJo2bco71iFDhtDdu3fpzZs3Uu3S0tIoLCyMBg4cyGtjZWVFJ06coOTkZN4NOyQkhOdMl98mTJjAy/Sam5tLW7du5R4u9+3bR7m5uVIyiNOmizcPDw8KCwvj9l1Z3REj6WCpsi1dulTqXKWmplK3bt04R8bPz4+ePHlC8fHxtGPHDjI1NaU+ffrwUrITiR6M79+/z3PEGjduTFeuXOH+p5mZmRQeHk5OTk68a3Dnzh252alrgtrSo6oidvAB0FdffUUPHjyQqpOTk8MNeHz++eeUl5cns69NmzbxnHxJR83f359iY2O532Q5+ETEG9iQ3Pr160d5eXk8Z01HR4e8vb05p2nNmjUy23bu3JliYmLoiy++4P3u4+NDQqGQYmNjpWTv0aMH3b59m7KysmTKWVxczBvIKb81atRIpjNXnrquJ/n5+RQXF0eBgYFSWWknT55MkZGRlJGRwWtTWlpKr1+/ppCQEJ5+AaCOHTvSpUuX6PXr11RSUsJrd/ToUd69qfxWfsAjPT2dVqxYQerq6qStrU0XLlyQOuakpCTy9vbm9TN69Gh69OgRvXv3jogqrzdEouzeXbp0Udkeampq0o4dO6TOc1RUFNnZ2REgyiK+fv16io6OppiYGPr5559JT0+PRo0aJXV82dnZFBoaSlZWVtw+2rRpQ3fu3OHu6W/evKHQ0FBq2bIlV8fJyYkePnwodQ+pbZiDz6g2hg8fTqNHj6aFCxeSq6sraWlpkZWVFX399dc0ceJE+vbbb6lRo0akra1NEydOpOzsbLl9RUZG0r///W8yMTEhAwMD6tGjBy91ufiPJM/BJxKNPNja2pKOjg7Z2dnRihUruD+wn58fNWvWjPz9/SkxMVGq7cGDB8nBwYH09PTIysqKFi5cyN14w8LCqHnz5mRubk6LFi3iDKm8hxIA1LdvX4Xn7tatW+Tl5UUWFhakpaVFTZs2pbFjx1JMTIzCdvWNrVu3qmSoJQ1jYWGhSm22bt3K21dGRgYtWrSI2rVrR3p6emRkZETu7u505MgRleRavnw5r86AAQPk7jsoKIirVxndEVNWVkbu7u7Utm1bsrOzI3NzcxIIBFKjb5LOnSxHp6ysjAIDA6lPnz5kbm5OOjo6ZG1tTYMHD6ZTp07xHm7ELFq0SO7xmZqaEhFxo8yytuHDhyu7/NVGbepRVejWrRtNnz6d5syZQ507dyZ1dXVq27YtDR06lCZOnEiDBg0iIyMj0tfXpwULFsh8oyJJaGgo9evXj4yMjKhBgwbUr18/btRWFQe/tLSUAgICqGXLlqSrq0sODg60adMmTh/GjBlDdnZ29Msvv0gNSgiFQvrtt9+oTZs2pKurS3Z2drR69WrOkTtz5gyZmZlR8+bNad26dSQUCiklJUXhuZ40aZLC4z137hx5enpy9w0rKyuaNm2azIEhWdR1PREPdinaxP89MU+fPlVJvnPnzkntLzExkaZPn06tW7cmHR0dMjExof79+3ODW8pk27t3L6/OZ599Jnf/4pHyyuiNJIWFhWRra0sODg7cW1A9PT25NlFPT49SUlKkjqeoqIg2btxILi4uZGpqSrq6umRjY0Pe3t5y39iWH5CR3JycnIiIeI59+W3+/PnyLn2toEZURyLyM+o9x44dw+DBg7mFNPn5+bhz5w5iYmKQnp4ObW1tWFtbw83Nrcqx5MUhttzc3Hgh5RiM+szmzZsRGBiIGzdu8MImihEKhSgsLMSrV69w+PBhLF26FBs2bJC5loDx4Tl8+DBvEXNWVhZu376NuLg4vH37Fnp6erC1tUWPHj2qnKk6Li4O1tbWAIAxY8YgMDCwSv0xGHWBefPm4dmzZzhx4oTM0JplZWXIz89HQkICduzYgY0bN+LEiRPc3PtPGebgM+olzMFnfGycP38eAwYMwK1bt9ClSxeV2nTs2BETJkzADz/8UMPSMeo6zMFnfGxs374dU6dORWxsLJo2baq0PhHBxMQE+/btw4ABA2pBwroNi6LDYDAYH5icnBz4+vrCwMBAZee+qKgIycnJ+Oqrr2pYOgaDwahd4uLiMHPmTLRt21Yl5x4QRTETCoVwdXWtYenqB8zBZ9Q7JENQsRdQjI+BkydPIjU1FTk5OTh37pzS+kKhEFOmTMGwYcOk0rMzPk2YXWR8TOzbtw+FhYV49uwZHjx4oLR+UVERfH19sWTJkhrNX1OfYA4+o96Rnp7OfZbM+Mhg1FdsbW25tSuDBw/GhAkTEBwcLJWjISMjA0ePHoWLiwuysrKwfv36DyEuow7C7CLjY6Jt27YARPHxv/jiC8yZMwc3b97k4uaLSUlJwd69e+Ho6AgbGxvMnTv3Q4hbJ2Fz8Bn1huLiYiQnJ2PdunXYtGkTAFH69S1btqB///6wtLSssQyLDEZNc+LECUyZMgXJycm83w0MDKCnp4fCwkLk5eVBX18fP/74IxYuXChz0Rnj06KgoACJiYlYvHgxjhw5AgAQCATYvXs3Pv/8c1haWn5gCRmMyrFjxw7MmzcPWVlZ3G9qamowNDSEjo4O8vLyUFhYCFNTU6xevRrjx4//cMLWQZiDz6g3BAYGYuzYsXLLHz16hPbt29eiRAxG9VJQUICDBw/i5MmTuH//PtLS0kBEMDMzQ7t27dCnTx/4+vqiUaNGH1rUj5KEhAS0a9euyv08efIELVq0qAaJlOPv74+AgAC55bm5uTAwMKgVWT4V6qOe1FcyMzOxb98+nD17Fg8fPkRGRgbU1dXRqFEjODg4wMPDAz4+PkzHZcAcfAaDwWAwAJSWliIpKanK/TRr1gyamprVIBGjLsL0hFEfYA4+g8FgMBgMBoPxEcEW2TIYDAaDwWAwGB8RzMFnMBgMBoPBYDA+IpiDz2AwGAwGg8FgfEQwB5/BYDAYDAaDwfiIYA4+g8FgMBgMBoPxEcEcfAaDwWAwGAwG4yOCOfgMBoPBYDAYDMZHBHPwGQwGg8FgMBiMj4j/B8DINXfHc4ReAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 设置全局字体和大小\n",
    "plt.rcParams.update({\n",
    "    'font.size': 20,               # 字体大小为数据可视化综合规范要求\n",
    "    'font.family': 'serif',        # 使用衬线字体\n",
    "    'font.serif': ['Times New Roman'],  # 设置具体字体为 Times New Roman\n",
    "    'svg.fonttype': 'none'         # 确保 SVG 中文字可编辑\n",
    "})\n",
    "\n",
    "x_labels = [\"Square\", \"Hexagon\", \"H_Square\", \"H_Hexagon\"]\n",
    "\n",
    "# 数据数组定义\n",
    "swap_vals = np.array([\n",
    "    [8153, 11288, 0],\n",
    "    [13659, 19982, 0],\n",
    "    [9578, 13160, 0],\n",
    "    [23922, 35776, 0],\n",
    "])\n",
    "greedy_vals = np.array([\n",
    "    [3612, 3496, 11088],\n",
    "    [4153, 2560, 18982],\n",
    "    [3751, 2572, 12660],\n",
    "    [4593, 2448, 34776],\n",
    "])\n",
    "optimal_vals = np.array([\n",
    "    [2613, 2110, 7440],\n",
    "    [3209, 1696, 16006],\n",
    "    [1859, 1185, 6381],\n",
    "    [3957, 1932, 28658],\n",
    "])\n",
    "\n",
    "# 转换为 x 位置索引\n",
    "x = np.arange(len(x_labels))\n",
    "\n",
    "# 设置每个条的宽度和偏移量\n",
    "bar_width = 0.09\n",
    "offsets = np.array([-3.75, -2.75, -1, 0, 1, 2.75,\n",
    "                   3.75, 4.75]) * bar_width  # 条形图偏移量\n",
    "\n",
    "# 画图\n",
    "fig, ax = plt.subplots(figsize=(8, 6))\n",
    "\n",
    "# Hatch patterns 根据需要进行调整\n",
    "hatches = ['///', '\\\\\\\\\\\\', 'XXX', '---', '+++', 'oo', 'OO', '...']\n",
    "labels = ['SS-Execution Time', 'SS-SWAP Num',\n",
    "          'OGS-Execution Time', 'OGS-SWAP Num', 'OGS-GHZ Length',\n",
    "          'SHSQC-Execution Time', 'SHSQC-SWAP Num', 'SHSQC-GHZ Length']\n",
    "\n",
    "# 定义颜色 (符合数据可视化综合规范)\n",
    "colors = ['#f6ab65', '#346eb9', '#9ed983']  # 分别对应 swap, greedy, optimal 的颜色\n",
    "\n",
    "# 绘制每个系列\n",
    "for i in range(8):\n",
    "    vals = []\n",
    "    if i < 2:\n",
    "        vals = swap_vals[:, i]\n",
    "        color_index = 0  # swap 使用第一种颜色\n",
    "    elif i < 5:\n",
    "        vals = greedy_vals[:, i-2]\n",
    "        color_index = 1  # greedy 使用第二种颜色\n",
    "    else:\n",
    "        vals = optimal_vals[:, i-5]\n",
    "        color_index = 2  # optimal 使用第三种颜色\n",
    "    ax.bar(x + offsets[i], vals, width=bar_width,\n",
    "           # 显式设置颜色和 alpha\n",
    "           hatch=hatches[i], edgecolor='black', label=labels[i], color=colors[color_index], alpha=1.0)\n",
    "\n",
    "\n",
    "# 提取 Execution Time 数据\n",
    "ss_exec_time = swap_vals[:, 0]         # SS-Execution Time\n",
    "ogs_exec_time = greedy_vals[:, 0]      # OGS-Execution Time\n",
    "shsqc_exec_time = optimal_vals[:, 0]   # SHSQC-Execution Time\n",
    "\n",
    "# 绘制折线\n",
    "# ax.plot(x + offsets[0], ss_exec_time, color='#f6ab65',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[2], ogs_exec_time, color='#346eb9',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "# ax.plot(x + offsets[5], shsqc_exec_time, color='#9ed983',\n",
    "#         marker='o', markersize=8, linestyle='-', linewidth=2)\n",
    "\n",
    "\n",
    "# 设置 x 轴\n",
    "ax.set_xticks(x)\n",
    "ax.set_xticklabels(x_labels)\n",
    "# ax.set_xlabel('Chiplet Components', fontsize=24)\n",
    "ax.set_ylabel('')\n",
    "ax.set_title('')\n",
    "ax.legend()\n",
    "\n",
    "ax.tick_params(axis='both', which='major', labelsize=24)\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.savefig('./fig/chiplet_type_qaoa.pdf', format='pdf')  # 导出为 SVG 格式\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "qiskit_env",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.13.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
